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Discusses Corporate Portal’s in relation to specific KM processes: personalization and search;
access to information sources in a web-friendly environment (from highly unstructured to highly
structured digital data; internal and external information); communications and collaboration;
and ease of publishing and access to a vast amount of data, information and knowledge.


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    Corporate    Portals,     Collaboration         are a number of key software
    Capabilities     and        Knowledge           capabilities that are integrated into a
    Management                                      CP architecture. These are grouped
                                                    according to the following:
There are no standard definitions
about which collaboration capabilities                   The         Presentation            and
a CP platform should include (Collins,                   Personalization Layer defines how
2001;      DavyDov,      2001;     and                   the users see and customize
PriceWaterhouseCoopers & SAP,                            information delivered or accessed
2001). At the end of 2001, there are                     via the portal. The intuitive solutions
numerous software vendors providing                      offered allow users to access
portal solutions (from very large                        information in more relevant,
software companies to start-ups).                        context-centric environments. This
Indeed, because of the modular nature                    is key for KM efforts;
of standard Internet development,
                                                         The Search Solution determines
many companies are relying on a
                                                         how easy it will be for users to find
number of software vendors to
                                                         relevant information based on a set
integrate into a portal solution.
                                                         of search criteria. This is a core
Consequently, the description of a CP
                                                         functionality that has improved
platform for this research paper is not
                                                         significantly over the last few years.
based on any standard vendor
                                                         At the same time that it has evolved
solution. Rather, it is based on our
                                                         to integrate various different
understanding of the overall software
                                                         information sources, it has also
market     and     our   selection   of
                                                         become much more sophisticated,
collaboration capabilities that are
                                                         intuitive and adaptable to different
relevant for deploying Knowledge
                                                         organizational needs;
Management initiatives. We are also
aware that technology is changing                        Web Applications for the enterprise
rapidly and that many new CP                             have evolved from “green fields”
solutions wilese are l emerge. There                     and also from existing legacy


                                              ©TerraForum Consultores                              1
systems. While many applications              external knowledge sources relevant
   were developed to leverage the                for specific audiences. CPs are the
   web (often based on B-to-C                    latest access solution for an ongoing
   examples), most legacy systems                trend in business towards making
   have developed an Internet front-             information more easily accessible to
   end (while maintaining a legacy               management. Prior to the Internet,
   architecture). Sophisticated portal           much of the focus was on the
   platform solutions provide a number           deployment of “Enterprise Information
   of resources that make it very easy           Systems” (EIS) and “Decision Support
   to seamlessly integrate both sorts            Systems” (DSS). These efforts were
   of applications. In the case of more          very expensive and aimed at helping
   traditional systems, the integration,         employees       find     answers     and
   at the presentation layer, is being           information about the performance of
   facilitated by the use of standard            firms. However, due to the high cost
   Application Program Interfaces                and complex and specific nature of
   (API)s developed by the portal                most of these systems, very few
   vendors      and/or     the    users’         employees were allowed to use them,
   community. These APIs allow                   and typically only senior management
   access      to    structured    (data         had      access,       reducing     their
   warehouses, ERP, CRM, etc) and                collaboration value. Few employees
   unstructured information (Web,                with access had the time or necessary
   Desktop      Applications,   Content          training to properly learn how to use
   Management Systems, etc) called               these systems. Importantly, usage
   “Connectors”,       “Web      Parts”,         was further impeded by the fact that
   “Gadgets”, etc.                               the interface and navigation tools of
                                                 these early systems were not as
Indeed, CPs can integrate an almost              intuitive as the web-based tools
unlimited number of applications.                currently available. The technical and
Therefore, in this research paper, we            economic barriers remained an
will focus on applications closely               important obstacle. Finally, the
related to KM, and collaboration                 hierarchical, and bureaucratic reality in
capabilities. We will, particularly,             many organizations decision-making
highlight the recent developments that           did not help increasing accessibility to
help employees collaborate:                      organization        information      and
                                                 knowledge.
   Finding explicit knowledge;
   Codifying and      Publishing   their         Unlike EIS and DSS, CPs allow a
   Knowledge;                                    diverse spectrum of employees to
                                                 access pre-defined and pre-scheduled
   Collaborating Online.                         reports, as well as customize and
                                                 develop ad hoc reports, without the
   Finding Explicit Knowledge                    help of the Information Technology
                                                 department. The most advanced
A well-implemented CP simplifies                 CKPs make it easy to leverage
access to information, knowledge, and            “Business Intelligence” (BI) and data-
highlights important internal and                warehousing solutions        to  allow



                                           ©TerraForum Consultores                           2
employees to customize their reports.            drivers of intellectual value and the
These customized reports can be                  inter-connection of results from
based on pre-parameterized value                 different areas of the organization
ranges and formats or be completely              reinforcing the strategic importance of
new reports based on employees’                  collaboration linked to corporate
personalized     formats/views     and           growth
sophisticated queries and data mining.
The recent and rapid migration of                In most cases, CP platforms provide
traditional BI/ERP software to the web           integration of the systems discussed
environment       demonstrates      the          above only at the interface or
importance being placed on helping a             publishing level through Application
large number of employees use and                Programs Interfaces (APIs). Different
interpret the results from these                 vendors use different names for these
applications. In addition to allowing            APIs: adapters, connectors, gadgets,
access to web-based reports from BI              modules, portlets, web parts, etc.
or ERP software packages, CPs                    Often,     when    applications   are
provide employees, partners and                  integrated at the portal, only small
clients, a web-based interface to                pieces are integrated (e.g. reports
access all types of information.                 from the ERP system).

This trend is in line with one of the            Most of the relevant and strategic
core management practices supported              information in organizations, however,
by the KM literature: multi-dimensional          includes unstructured information that
analysis and ease of access to                   before the web-based applications
information. The BI and ERP systems              was hard to publish widely and even
no longer require end-users to know              much harder to find. This is changing
any query language to define how they            now in a CP environment. In order to
want to analyze the data. These types            understand how employees can more
of systems allow for web-based                   easily and efficiently find this kind of
analysis and facilitate employees’               information, it is necessary to examine
understanding of the correlation                 collaboration                technology
between the variables that affect their          developments in: (i) Categorization
business. This is particularly important         and Taxonomy; (ii) Search Engines;
as KM is also related to efforts to              and (iii) Personalization Engines.
measure business results from various
perspectives and to disseminate those                 Categorization and Taxonomy
results throughout the organization.
The current findings and insights of             In order to simplify searches and
many      authors    and     companies           navigation, organizations need to
engaged       in  assessing      various         develop information structures and
dimensions of intellectual capital and           categories that make sense to their
company performance is reinforced in             own     businesses      and    specific
the literature (Kaplan & Norton, 1992            communities that will be using the
& Edvinsson & Malone, 1997). One of              system. Regardless of the power of
the key research findings is to help             the search engine deployed and the
employees quickly understand the                 number of functionalities implemented,



                                           ©TerraForum Consultores                          3
any organization will need to deal with           but     not    anticipated    topics    or
the issue of categorizing and                     categories. Employees should find
organizing information. Categorization            common names, categorizations and
adds fundamental indexing information             signals that are familiar to them. In this
to documents, in order to make it                 respect, the online experience should
easier to find them later on.                     not be much different from the offline
Taxonomies are high-level rules for               experience. Good taxonomies also
organizing and classifying information.           make it much easier to search for
Although very relevant for the web                documents by allowing searches to be
environment,     the    discipline   of           conducted based on various different
taxonomy is not new. It has always                criteria (e.g. author, date, file format,
been at the core of library sciences.             knowledge domain, etc). There is,
However, it has become even more                  however, no scientific way to find out
important as new software tools for               whether the chosen taxonomy really
automatic      categorization      have           works. There are a few rules of thumb
emerged and improved.                             (such as categories with too many or
                                                  too few documents will probably not
Taxonomies are also necessary to tag              work), but, ultimately, it will be the
(information about the information) the           users that need to tell whether it
documents created. The tagging is an              makes sense or not (Can they find the
important step to ensure that search              required information with only a few
engines will find required documents              clicks?).
and also for the distribution of
documents based on personalization                Automated categorizations based on
rules. Metadata, which is defined as              frequency of words may not provide
information about information and a               good results. Some new software
core feature of HTML and XML files, is            solutions    allow     automatic   re-
at the center of the Internet revolution.         categorization of schemas based on
It provides the necessary context for             user feedback. Preferably, building a
information making documents easily               taxonomy should start with some
located by search engines regardless              inputs developed jointly by content
of any previous information to their              “owners” or domain experts and
physical location. Metadata also plays            information architects. In many cases,
an important role by allowing different           this is an important collaboration
documents to be grouped together                  because many experts are not too
easily. The capture of metadata                   concerned about how their knowledge
should ideally occur right after content          is organized, classified and linked in
creation. Increasingly, this occurs               meaningful ways to other codified
through a combination of automatic                knowledge, experts and communities.
(typically author, name, date, etc) and
manual        processes      (keywords,           Taxonomies and categorizations are
category, etc).                                   usually hierarchical. However, new
                                                  forms that are more visual, for
The taxonomy should make it intuitive             instance, spatial or hyperbolic trees,
for employees to browse for specific              are becoming more common. Some
information and “bump” into related,              CPs also import the category



                                            ©TerraForum Consultores                            4
hierarchies from existing applications,               the occurrence of chosen words or
such as ERP or CRM. This can make                     phrases. These types of search
the transition to a web environment                   engines      have     been    used
easier for users already familiar with                extensively in libraries and allow
the existing applications. Ultimately,                for users to target their search to
the true test of any taxonomy is the                  specific areas of documents, such
efficiency that it provides to the group              as the title, keywords and author.
of users it was designed for: Are the                 Such search engines now often
users able to find meaningful and                     include URL and existing links as
relevant information in a time-efficient              well;
manner?
                                                      Boolean Searches return results
                                                      based on the use of logical
   Search Engines
                                                      operators such as AND, OR and
                                                      NOT;
If one of the objectives of KM and CPs
is to make it easier for employees to                 Bayesian Inferencing Searches
find    relevant     information     and              present results based on the
knowledge sources, then search                        frequency with which the chosen
engines are an important enabling                     words appear in each document;
tool. The goal of a search engine is to               Concept Searches return results in
provide relevant results (not the                     which      the    most      relevant
highest number of results) for a query,               documents      shown      may    not
in the least amount of time. However,                 necessarily contain the chosen
in many cases, users may need                         keywords. This is because the
assistance defining exactly what they                 search mechanism looks for
want. Documents also frequently refer                 additional words that are related to
to similar subjects using different                   the chosen keywords based on a
terms in varied levels of depth. This                 thesaurus or statistical approach;
may generate results that are not very
precise (too many, very few results or                Context Searches: certain engines
irrelevant ranking). To respond to                    can be calibrated to understand
these various individual circumstances                the researchers’ context and show
and the exponential growth in the                     search results accordingly. This is
amount of information and types of                    useful when words can have very
data and knowledge sources, there                     different meanings, depending on
have been advances in search                          context (e.g. the word “SAP” can
mechanisms.. Many search options,                     mean “the fluid of a plant” or refer
features and levels of sophistication                 to the ERP software company
are now available. They include the                   SAP);
following (from the most common to                    Natural Language Searches. This
the more sophisticated or specific):                  type   of   search    engine     is
                                                      exemplified by AskJeeves in the
   Keyword and Exact Phrase                           consumer market. This natural
   Searches are very common search                    language based software engine
   features available in most search                  allows users to post queries using
   engines that list results based on                 plain English (or any other


                                           ©TerraForum Consultores                           5
language). More sophisticated                       Affinity Searches are similar to
solutions, however, are being                       collaborative filtering searches.
developed that include agents that                  However, they take the idea of
mimic real, intelligent human                       linking people and documents
conversations (as provided, for                     even further. It discovers many
instance, by MangoMoon);                            levels of commonalities amongst
                                                    different kinds of documents,
Knowledgebase Searches: these
                                                    based on the people who author,
kinds of search engines are closely
                                                    read or update them. They can be
related to the “natural language
                                                    particularly useful for very large
search engines”. They are able to
                                                    organizations that want to link
automatically      build    structured
                                                    people with similar interests and
cases that let users tap into
                                                    competencies;
previous responses to similar
questions. These engines learn                      Visual Mapping Searches allow
every time a new interactive “Q &                   users to see the results of their
A” session occurs. If the searcher                  searches in a more graphical
does not find the appropriate                       manner.       Documents        are
answer they can be programmed                       aggregated and linked according
to direct the user to talk to a                     to categorization algorithms that
person who will try to answer the                   allow users to easily navigate
question (this is being deployed                    through    clusters  of    related
particularly in call centers);                      information;
Popularity-Based           Searches                 Peer-to-Peer     Searches   allow
automatically change the ranking                    searches within a self-selected
of links that are displayed, based                  community without the need of any
on various types of algorithms that                 centralized document index. The
aim to evaluate users’ own                          emerging enterprise solutions are
perspective of the document or                      based on the consumer models
site. It may, for instance, consider                originally developed by companies
the number of times that previous                   such as Napster and Gnutella;
users have checked the link or
                                                    Personalized Agents have strong
information source or how many
                                                    dynamic    learning   capabilities
other users link to that specific site
                                                    based on each user’s pattern of
(the popular site google.com uses
                                                    searches     and    choices     of
this technology). It may also
                                                    documents. Advanced agents
display documents based on
                                                    combine concept and context
users’ direct and pro-active
                                                    search    concepts    (discussed
evaluation of the document or site;
                                                    above) to build relevant users’
Collaborative Filtering Searches                    profiles.
are based on the idea that
individuals that share similar
                                                    Personalization Engines
interests will also find similar
documents relevant. Amazon’s
                                               The CP in its various facets and
suggestions of books exemplify
                                               applications has to make sense for
this type of search mechanism;
                                               each individual and be clearly linked to


                                         ©TerraForum Consultores                          6
specific business processes and                 approach is to have the site
goals. It must not be only about                personalized by web administrators,
information sharing, since information          according to employees’ profile (role,
overload can have a very negative               location or access rights). The more
impact on employees’ creativity and             sophisticated push approach includes
productivity. Most people, especially           dynamic        personalization         or
those working in fast-paced wired               personalization “on the fly”. This refers
environments,      are     increasingly         to personalization that is based on a
swamped with irrelevant information,            number of sources of accumulated or
reinforcing the time-starved reality of         real-time information, including the
most organizations today. If CPs are            navigation path, device used for
to be successful and become a                   access, current location of user and
fundamental tool for employees’ work,           available    bandwidth,      etc.    The

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they need to allow employees,                   personalization engines use such
regardless of location and means of             information    to    make      intelligent
access to personalize their access to           predictions about users’ preferences
vast volumes of information/assets              and display content based on
stored in the companies disparate               individuals’    stated      preferences,
databases and digital formats. Ideally,         employees’ roles and location, and
CPs should allow employees to                   behavior during visits to the portal.
seamlessly explore, in the same
browser      window,        information              Codifying and Publishing Knowledge –
generated internally and externally.                 Value of Content Management Systems

Personalization, or tailoring content,          One important goal of any CP solution
specific applications (or chunks of it)         and/or KM initiative should be to
and/or individual experiences based             empower employees to easily input
on implicit and explicit data and               information and knowledge and have
information should appear transparent           access in a timely and effective
to users by incorporating them into             manner for the targeted group or even
regular browsing paths that minimize            the    whole    enterprise    and    its
effort. The most advanced sites                 customers.        Hence,       Content
combine a “pull” and “push” approach            Management         System’s      (CMS)
to personalization. The “pull” approach         (associated with a CP implementation)
means that the content and display of           represent a significant opportunity and
the site is dependent on choices made           challenge for organizations and
by the user. The “push” approach can            consultants in the KM field. The
be quite simple or quite sophisticated.         processes related to CMSs are closely
The simple and most common “push”               associated to those of KM. These



                                          ©TerraForum Consultores                            7
processes include the creation,
publishing, reuse and storage of                 Design and Authoring Features
content (or information). In that
respect, good CMSs can play a very                    There are very few layout and
important role by making it much                      design limitations;
easier for knowledge holders to codify                Content is separated from format;
and distribute part of their knowledge                They include graphical and
and information sources. This is, of                  intuitive tools to build a workflow;
course, very relevant for experts that                They allow users not only to post
tend to be bombarded with the same                    information/content, but also to
questions repeatedly.                                 customize the interface of their
                                                      postings;
CMSs, although initially developed for                They make it easy for non-
large online publishing operations, are,              technical people to continue to
clearly, knowledge-sharing tools and                  work with their desktop
should be treated as such. The most                   applications;
advanced CMSs allow for the                           They include sophisticated tools
seamless and dynamic integration of                   for template development;
very structured data (from back-office                They allow the creation of XML-
systems) and unstructured data (input                 based documents by users with no
by individuals within and beyond the                  knowledge of XML;
enterprise). They can also be deeply                  They make it easy for users to
integrated with electronic workflow                   organize, classify and cross-
applications and other collaboration                  reference content that is being
and project-management tools. A                       publishing;
standard CMS process generally                        They allow users to easily
involves the following steps: 1)                      associate search terms (keywords)
Document Creation; 2) Document                        to their created content;
Review; 3) Quality Assurance; 4)                      They support the publishing of
Publishing;    and     5)    Document                 many content file types (e.g. audio,
Archiving or Document Deletion.                       video, image, presentations, HTML
                                                      code, Java components, ZIP files
CMS deployments can play a critical                   for download, etc);
role in the implementation of CPs.                    They allow content creators to
They       provide    the     technical               include priority levels on the
infrastructure and core processes that                document that are going to be
ensure that the correct, updated and                  published or distributed to selected
timely content is available for those                 groups.
who need it. Although straightforward,
at a conceptual level, the CMS                   Rules-Setting Features
platforms can be quite different in
terms of their many technical features.               They allow easy changes of rules
Some of the features found in the                     for authoring, editing, approval,
most     advanced     CMS     solutions               publishing and removal of content;
include, but are not limited to, the
following list:



                                           ©TerraForum Consultores                           8
Ordinary users can also easily                 (electronic      meeting      systems,
   define or change business                      electronic whiteboards, conferencing,
   processes and workflows;                       and chat tools) which allow two or
   They allow documents to be                     more people to work together
   checked in and out by users;                   simultaneously, whether they are
   Individual employees and/or                    together in the same place or in
   webmasters can easily manage                   different places. These tools enhance
   roles and access rights;                       collaboration and make meetings
   They allow both public and                     more effective. Asynchronous tools
   privately-controlled publishing (i.e.,         permit people to work together at
   the users control who has access               different times (e-mail, knowledge
   to their published pages);                     repositories, document and content
                                                  management systems and workflow
Version & System          Administration          tools).    Asynchronous    tools   are
Control Guidelines                                particularly helpful for people who
                                                  have busy schedules and participate
   They provide many options for                  in      multiple    projects.     With
   version control;                               asynchronous tools, it does not matter
   They allow the addition of                     when or where a person is working;
   comments to revised documents;                 the tools replace meetings and may
   Pre-built interfaces are easily                make them unnecessary for certain
   modified;                                      types of collaboration. Each type of
   They allow roll-back published                 tool has its place.
   items if necessary;
   They allow the view of the “change             Some of the most sophisticated digital
   history” of any given item that has            workplace tools provide a seamless
   been published;                                integration     of    structured     and
   They automatically generate                    unstructured data and information,
   attributes associated with each                voice      and     synchronous       and
   published document (creation                   asynchronous groupware tools. It is
   date, creator, document size, new              clear that many of the tools that are
   item indicator, updated item                   now being implemented at the
   indicator, etc); and                           enterprise level have their roots traced
   They offer many pre-built choices              back to the consumer sites, in
   in terms of deletion/purging                   particular large-scale portals that
   policies.                                      provided      web-based      discussion,
                                                  communications and community tools.
   Collaborating Online                           In fact, some of the software vendors
                                                  now tapping into the enterprise market
The       Internet      provides    both          still have those mass-market portals
synchronous         and    asynchronous           as their flagship clients. Other
opportunities for individuals to meet,            software solutions were developed
share information/knowledge, make                 specifically for the corporate market:
presentations, and collaborative on               from low-end ASP solutions for small
real-time decisions such as voting on             companies to robust enterprise-level
line or utilizing synchronous tools such          solutions. Some of the most recent



                                            ©TerraForum Consultores                          9
solutions are leveraging P2P platforms                         people that share interests
and also include wireless applications                         to meet;
to     keep     members        constantly                  -   Ability for users to digitally
connected to the community. In                                 express their moods and
essence, many of these collaboration                           feelings through icons;
tools are integrated and customized to                     -   Ability to easily assign and
specific organizational environments;                          modify different roles for
there is a set of functionalities related                      individuals of the
to five core areas:                                            community (e.g.,
                                                               administrator, moderator,
1. Synchronous and Asynchronous                                core member, affiliate
   On-line Discussions Capabilities                            member, etc.)
      - Threaded and streaming                             -   Tools for recognizing
          (based on chronology)                                different levels of
          discussion databases;                                participation and for users
      - Discussion threads shown                               to develop their individual
          according to user profile or                         digital reputation;
          choices;                                         -   Ability to create members’
      - Chats and instant                                      directories and sub-
          messaging;                                           directories; and
      - Ability to work offline;                           -   Ability for both
      - Ability to target questions to                         administrators and
          groups or sub-groups;                                individual users to define
      - Ability to easily set-up                               access rights to other
          group, sub-group or private                          members of the community;
          interaction environments;                            and
      - Electronic meeting places                          -   Ability to personalize some
          with advanced presentation                           elements of each group or
          features: web tours,                                 community (e.g., color).
          whiteboards, conferences,
                                                       3. Knowledge-base Repositories
          etc;
                                                          - Ability to upload, distribute
      - Audio and video streaming;
                                                             and archive all kinds of
      - Instant polling and rating
                                                             document formats. In a
          features;
                                                             way, including many of the
      - Anonymous postings;
                                                             advanced features of
      - Ability to mobile and remote
                                                             CMSs. These features
          users to participate; and
                                                             were discussed in detail in
      - Guided brainstorm
                                                             the CMS section above;
          applications.
                                                          - Ability to check same
   2. Rich User Identification                               applications simultaneously
      Capabilities                                           (apps sharing). For
      - Manual and/or automatic                              instance, project plans,
         profiling of individuals (by                        business intelligence, ERP,
         moderators and/or users);                           etc;
      - Knowledge-mapping and
         affinity-building tools to help


                                            ©TerraForum Consultores
                                            10
-   Searchable databases of              systems, categorization and taxonomy
           discussions and previous             tools,     search      engine    tools,
           “Q & A” sessions; and                collaboration online applications etc.
       -   Integrated search with the           Very      importantly,   these     new
           ability to search based on a         applications strive to integrate and
           number of criteria: author,          balance the structured flow of
           date, subject, sub-groups,           information with the unstructured and
           etc.                                 organic flow of knowledge.
   4. Events Management
                                                The authors believe that many of
      - Invitation according to role
                                                these solutions will have an important
         and or choices;
                                                impact on how organizations create,
      - Notification according to
                                                organize, provide access and reutilize
         role or choices;
                                                knowledge. Many were transplanted
      - Calendar;
                                                from the publishing/media and other
      - Schedule;
                                                business-to-consumer (e.g. auctions)
      - Inclusion of new members
                                                industries while others were created
         and groups;
                                                from the start to foster higher levels of
      - Site statistics (stats by
                                                collaboration       across         multiple
         users, location, topic,
                                                constituencies within and outside the
         contributions, etc), etc;
                                                organization. Finally, it is important to
   5. Administration Tools                      highlight that contrary to previous IT
      - Online surveys;                         waves, it is evident that this new breed
      - Ability to establish groups             of technologies are being developed
        and communities that                    with     a    strong     social-technical
        extend beyond the firewall;             perspective      and       taking      into
      - Ability to operate without              consideration       many        of      the
        client software;                        underpinnings of the Community of
      - Ability to set up different             Practice theory (Wenger, 2000).
        levels and areas of site
        management;                                  References
      - Ability to set up different
        access levels, etc.                     Collins, H. (2001), Corporate Portals,
                                                AMACOM
   Looking Ahead                                Davydov, D.M. (2001), Corporate
                                                Portals and e-Business Integration,
This papers has highlighted the                 McGraw-Hill
current state of the most sophisticated         Edvinsson, L. & Malone, M. (1997),
tools that have been only recently              Intellectual capital: realizing your
been integrated into portals in a               company’s true value by finding its
corporate environment. Corporate                hidden roots.        Harper Collins
Portals are, indeed, becoming more              Publishers, New York, NY.
sophisticated in their capabilities, in         Kaplan, R.S. & Norton, J.(1992), The
terms of integrating a broad range of           Balanced Scorecard – Measures that
integrated applications and tools,              Drive Performance, Harvard Business
ranging from content management                 Review, Jan-Feb, 1992, p 71-79



                                          ©TerraForum Consultores
                                          11
PriceWaterhouseCoopers     &    SAP                           ,-
  (2001), The E-Business Workplace,
  Wiley
  Wenger, E.C. & Snyder, W. M. (2000),                 A TerraForum Consultores é uma empresa de
  Communities    of   Practice:   The
  Organizational   Frontier,  Harvard                  consultoria e treinamento em Gestão do
  Business Review, Jan-Feb, pages.                     Conhecimento        (GC)   e   Tecnologia    da
  139-145
                                                       Informação. Os clientes da empresa são, em
                       ***                             sua maioria, grandes e médias organizações
  José Cláudio C. Terra é presidente da
  TerraForum Consultores. Atua como consultor          dos setores público, privado e terceiro setor. A
  e palestrante no Canadá, nos Estados Unidos,         empresa atua em todo o Brasil e também no
  em Portugal, na França e no Brasil. Também é
  professor de vários programas de                     exterior, tendo escritórios em São Paulo,
  pósgraduação e MBA e autor de vários livros          Brasília e Ottawa no Canadá. É dirigida pelo
  sobre      o     tema.    Seu      email   é
  jcterra@terraforum.com.br                            Dr. José Cláudio Terra, pioneiro e maior
                                                       referência em Gestão do Conhecimento no
  Cindy Gordon é consultora internacional da
  TerraForum Consultores. Participa do                 país. Além disso, conta com uma equipe
  conselho de diretores de várias empresas de          especializada e internacional de consultores.
  alta tecnologia nos Estados Unidos e Canadá.
  Foi, recentemente, destacada pela University
  of Western em sua publicação, e é também
  autora de diversos artigos e livros.                     .0 1 - , 3,
                                                            / 2 $ , 4


                                                       Gestão do Conhecimento e E-learning na
                                                       Prática

                                                       Portais Corporativos, a Revolução na Gestão
                                                       do Conhecimento

                                                       Gestão do Conhecimento - O Grande Desafio
                                                       Empresarial

                             ,                         Gestão do Conhecimento em pequenas e
                                                       médias empresas
      Governança para Gestão do Conhecimento
                                                       Realizing the Promise of Corporate Portals:
         Implantando a Gestão do Conhecimento
                                                       Leveraging Knowledge for Business Success
Integrando a Gestão do Conhecimento no negócio
                                                       Gestão de Empresas na Era do Conhecimento




                                                 ©TerraForum Consultores
                                                 12

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Understanding Corporate Portals Key Knowledge Management Enabling Applications

  • 1. Discusses Corporate Portal’s in relation to specific KM processes: personalization and search; access to information sources in a web-friendly environment (from highly unstructured to highly structured digital data; internal and external information); communications and collaboration; and ease of publishing and access to a vast amount of data, information and knowledge. !" # $ % % & % & Corporate Portals, Collaboration are a number of key software Capabilities and Knowledge capabilities that are integrated into a Management CP architecture. These are grouped according to the following: There are no standard definitions about which collaboration capabilities The Presentation and a CP platform should include (Collins, Personalization Layer defines how 2001; DavyDov, 2001; and the users see and customize PriceWaterhouseCoopers & SAP, information delivered or accessed 2001). At the end of 2001, there are via the portal. The intuitive solutions numerous software vendors providing offered allow users to access portal solutions (from very large information in more relevant, software companies to start-ups). context-centric environments. This Indeed, because of the modular nature is key for KM efforts; of standard Internet development, The Search Solution determines many companies are relying on a how easy it will be for users to find number of software vendors to relevant information based on a set integrate into a portal solution. of search criteria. This is a core Consequently, the description of a CP functionality that has improved platform for this research paper is not significantly over the last few years. based on any standard vendor At the same time that it has evolved solution. Rather, it is based on our to integrate various different understanding of the overall software information sources, it has also market and our selection of become much more sophisticated, collaboration capabilities that are intuitive and adaptable to different relevant for deploying Knowledge organizational needs; Management initiatives. We are also aware that technology is changing Web Applications for the enterprise rapidly and that many new CP have evolved from “green fields” solutions wilese are l emerge. There and also from existing legacy ©TerraForum Consultores 1
  • 2. systems. While many applications external knowledge sources relevant were developed to leverage the for specific audiences. CPs are the web (often based on B-to-C latest access solution for an ongoing examples), most legacy systems trend in business towards making have developed an Internet front- information more easily accessible to end (while maintaining a legacy management. Prior to the Internet, architecture). Sophisticated portal much of the focus was on the platform solutions provide a number deployment of “Enterprise Information of resources that make it very easy Systems” (EIS) and “Decision Support to seamlessly integrate both sorts Systems” (DSS). These efforts were of applications. In the case of more very expensive and aimed at helping traditional systems, the integration, employees find answers and at the presentation layer, is being information about the performance of facilitated by the use of standard firms. However, due to the high cost Application Program Interfaces and complex and specific nature of (API)s developed by the portal most of these systems, very few vendors and/or the users’ employees were allowed to use them, community. These APIs allow and typically only senior management access to structured (data had access, reducing their warehouses, ERP, CRM, etc) and collaboration value. Few employees unstructured information (Web, with access had the time or necessary Desktop Applications, Content training to properly learn how to use Management Systems, etc) called these systems. Importantly, usage “Connectors”, “Web Parts”, was further impeded by the fact that “Gadgets”, etc. the interface and navigation tools of these early systems were not as Indeed, CPs can integrate an almost intuitive as the web-based tools unlimited number of applications. currently available. The technical and Therefore, in this research paper, we economic barriers remained an will focus on applications closely important obstacle. Finally, the related to KM, and collaboration hierarchical, and bureaucratic reality in capabilities. We will, particularly, many organizations decision-making highlight the recent developments that did not help increasing accessibility to help employees collaborate: organization information and knowledge. Finding explicit knowledge; Codifying and Publishing their Unlike EIS and DSS, CPs allow a Knowledge; diverse spectrum of employees to access pre-defined and pre-scheduled Collaborating Online. reports, as well as customize and develop ad hoc reports, without the Finding Explicit Knowledge help of the Information Technology department. The most advanced A well-implemented CP simplifies CKPs make it easy to leverage access to information, knowledge, and “Business Intelligence” (BI) and data- highlights important internal and warehousing solutions to allow ©TerraForum Consultores 2
  • 3. employees to customize their reports. drivers of intellectual value and the These customized reports can be inter-connection of results from based on pre-parameterized value different areas of the organization ranges and formats or be completely reinforcing the strategic importance of new reports based on employees’ collaboration linked to corporate personalized formats/views and growth sophisticated queries and data mining. The recent and rapid migration of In most cases, CP platforms provide traditional BI/ERP software to the web integration of the systems discussed environment demonstrates the above only at the interface or importance being placed on helping a publishing level through Application large number of employees use and Programs Interfaces (APIs). Different interpret the results from these vendors use different names for these applications. In addition to allowing APIs: adapters, connectors, gadgets, access to web-based reports from BI modules, portlets, web parts, etc. or ERP software packages, CPs Often, when applications are provide employees, partners and integrated at the portal, only small clients, a web-based interface to pieces are integrated (e.g. reports access all types of information. from the ERP system). This trend is in line with one of the Most of the relevant and strategic core management practices supported information in organizations, however, by the KM literature: multi-dimensional includes unstructured information that analysis and ease of access to before the web-based applications information. The BI and ERP systems was hard to publish widely and even no longer require end-users to know much harder to find. This is changing any query language to define how they now in a CP environment. In order to want to analyze the data. These types understand how employees can more of systems allow for web-based easily and efficiently find this kind of analysis and facilitate employees’ information, it is necessary to examine understanding of the correlation collaboration technology between the variables that affect their developments in: (i) Categorization business. This is particularly important and Taxonomy; (ii) Search Engines; as KM is also related to efforts to and (iii) Personalization Engines. measure business results from various perspectives and to disseminate those Categorization and Taxonomy results throughout the organization. The current findings and insights of In order to simplify searches and many authors and companies navigation, organizations need to engaged in assessing various develop information structures and dimensions of intellectual capital and categories that make sense to their company performance is reinforced in own businesses and specific the literature (Kaplan & Norton, 1992 communities that will be using the & Edvinsson & Malone, 1997). One of system. Regardless of the power of the key research findings is to help the search engine deployed and the employees quickly understand the number of functionalities implemented, ©TerraForum Consultores 3
  • 4. any organization will need to deal with but not anticipated topics or the issue of categorizing and categories. Employees should find organizing information. Categorization common names, categorizations and adds fundamental indexing information signals that are familiar to them. In this to documents, in order to make it respect, the online experience should easier to find them later on. not be much different from the offline Taxonomies are high-level rules for experience. Good taxonomies also organizing and classifying information. make it much easier to search for Although very relevant for the web documents by allowing searches to be environment, the discipline of conducted based on various different taxonomy is not new. It has always criteria (e.g. author, date, file format, been at the core of library sciences. knowledge domain, etc). There is, However, it has become even more however, no scientific way to find out important as new software tools for whether the chosen taxonomy really automatic categorization have works. There are a few rules of thumb emerged and improved. (such as categories with too many or too few documents will probably not Taxonomies are also necessary to tag work), but, ultimately, it will be the (information about the information) the users that need to tell whether it documents created. The tagging is an makes sense or not (Can they find the important step to ensure that search required information with only a few engines will find required documents clicks?). and also for the distribution of documents based on personalization Automated categorizations based on rules. Metadata, which is defined as frequency of words may not provide information about information and a good results. Some new software core feature of HTML and XML files, is solutions allow automatic re- at the center of the Internet revolution. categorization of schemas based on It provides the necessary context for user feedback. Preferably, building a information making documents easily taxonomy should start with some located by search engines regardless inputs developed jointly by content of any previous information to their “owners” or domain experts and physical location. Metadata also plays information architects. In many cases, an important role by allowing different this is an important collaboration documents to be grouped together because many experts are not too easily. The capture of metadata concerned about how their knowledge should ideally occur right after content is organized, classified and linked in creation. Increasingly, this occurs meaningful ways to other codified through a combination of automatic knowledge, experts and communities. (typically author, name, date, etc) and manual processes (keywords, Taxonomies and categorizations are category, etc). usually hierarchical. However, new forms that are more visual, for The taxonomy should make it intuitive instance, spatial or hyperbolic trees, for employees to browse for specific are becoming more common. Some information and “bump” into related, CPs also import the category ©TerraForum Consultores 4
  • 5. hierarchies from existing applications, the occurrence of chosen words or such as ERP or CRM. This can make phrases. These types of search the transition to a web environment engines have been used easier for users already familiar with extensively in libraries and allow the existing applications. Ultimately, for users to target their search to the true test of any taxonomy is the specific areas of documents, such efficiency that it provides to the group as the title, keywords and author. of users it was designed for: Are the Such search engines now often users able to find meaningful and include URL and existing links as relevant information in a time-efficient well; manner? Boolean Searches return results based on the use of logical Search Engines operators such as AND, OR and NOT; If one of the objectives of KM and CPs is to make it easier for employees to Bayesian Inferencing Searches find relevant information and present results based on the knowledge sources, then search frequency with which the chosen engines are an important enabling words appear in each document; tool. The goal of a search engine is to Concept Searches return results in provide relevant results (not the which the most relevant highest number of results) for a query, documents shown may not in the least amount of time. However, necessarily contain the chosen in many cases, users may need keywords. This is because the assistance defining exactly what they search mechanism looks for want. Documents also frequently refer additional words that are related to to similar subjects using different the chosen keywords based on a terms in varied levels of depth. This thesaurus or statistical approach; may generate results that are not very precise (too many, very few results or Context Searches: certain engines irrelevant ranking). To respond to can be calibrated to understand these various individual circumstances the researchers’ context and show and the exponential growth in the search results accordingly. This is amount of information and types of useful when words can have very data and knowledge sources, there different meanings, depending on have been advances in search context (e.g. the word “SAP” can mechanisms.. Many search options, mean “the fluid of a plant” or refer features and levels of sophistication to the ERP software company are now available. They include the SAP); following (from the most common to Natural Language Searches. This the more sophisticated or specific): type of search engine is exemplified by AskJeeves in the Keyword and Exact Phrase consumer market. This natural Searches are very common search language based software engine features available in most search allows users to post queries using engines that list results based on plain English (or any other ©TerraForum Consultores 5
  • 6. language). More sophisticated Affinity Searches are similar to solutions, however, are being collaborative filtering searches. developed that include agents that However, they take the idea of mimic real, intelligent human linking people and documents conversations (as provided, for even further. It discovers many instance, by MangoMoon); levels of commonalities amongst different kinds of documents, Knowledgebase Searches: these based on the people who author, kinds of search engines are closely read or update them. They can be related to the “natural language particularly useful for very large search engines”. They are able to organizations that want to link automatically build structured people with similar interests and cases that let users tap into competencies; previous responses to similar questions. These engines learn Visual Mapping Searches allow every time a new interactive “Q & users to see the results of their A” session occurs. If the searcher searches in a more graphical does not find the appropriate manner. Documents are answer they can be programmed aggregated and linked according to direct the user to talk to a to categorization algorithms that person who will try to answer the allow users to easily navigate question (this is being deployed through clusters of related particularly in call centers); information; Popularity-Based Searches Peer-to-Peer Searches allow automatically change the ranking searches within a self-selected of links that are displayed, based community without the need of any on various types of algorithms that centralized document index. The aim to evaluate users’ own emerging enterprise solutions are perspective of the document or based on the consumer models site. It may, for instance, consider originally developed by companies the number of times that previous such as Napster and Gnutella; users have checked the link or Personalized Agents have strong information source or how many dynamic learning capabilities other users link to that specific site based on each user’s pattern of (the popular site google.com uses searches and choices of this technology). It may also documents. Advanced agents display documents based on combine concept and context users’ direct and pro-active search concepts (discussed evaluation of the document or site; above) to build relevant users’ Collaborative Filtering Searches profiles. are based on the idea that individuals that share similar Personalization Engines interests will also find similar documents relevant. Amazon’s The CP in its various facets and suggestions of books exemplify applications has to make sense for this type of search mechanism; each individual and be clearly linked to ©TerraForum Consultores 6
  • 7. specific business processes and approach is to have the site goals. It must not be only about personalized by web administrators, information sharing, since information according to employees’ profile (role, overload can have a very negative location or access rights). The more impact on employees’ creativity and sophisticated push approach includes productivity. Most people, especially dynamic personalization or those working in fast-paced wired personalization “on the fly”. This refers environments, are increasingly to personalization that is based on a swamped with irrelevant information, number of sources of accumulated or reinforcing the time-starved reality of real-time information, including the most organizations today. If CPs are navigation path, device used for to be successful and become a access, current location of user and fundamental tool for employees’ work, available bandwidth, etc. The '$ ( ) * ) ) ) + they need to allow employees, personalization engines use such regardless of location and means of information to make intelligent access to personalize their access to predictions about users’ preferences vast volumes of information/assets and display content based on stored in the companies disparate individuals’ stated preferences, databases and digital formats. Ideally, employees’ roles and location, and CPs should allow employees to behavior during visits to the portal. seamlessly explore, in the same browser window, information Codifying and Publishing Knowledge – generated internally and externally. Value of Content Management Systems Personalization, or tailoring content, One important goal of any CP solution specific applications (or chunks of it) and/or KM initiative should be to and/or individual experiences based empower employees to easily input on implicit and explicit data and information and knowledge and have information should appear transparent access in a timely and effective to users by incorporating them into manner for the targeted group or even regular browsing paths that minimize the whole enterprise and its effort. The most advanced sites customers. Hence, Content combine a “pull” and “push” approach Management System’s (CMS) to personalization. The “pull” approach (associated with a CP implementation) means that the content and display of represent a significant opportunity and the site is dependent on choices made challenge for organizations and by the user. The “push” approach can consultants in the KM field. The be quite simple or quite sophisticated. processes related to CMSs are closely The simple and most common “push” associated to those of KM. These ©TerraForum Consultores 7
  • 8. processes include the creation, publishing, reuse and storage of Design and Authoring Features content (or information). In that respect, good CMSs can play a very There are very few layout and important role by making it much design limitations; easier for knowledge holders to codify Content is separated from format; and distribute part of their knowledge They include graphical and and information sources. This is, of intuitive tools to build a workflow; course, very relevant for experts that They allow users not only to post tend to be bombarded with the same information/content, but also to questions repeatedly. customize the interface of their postings; CMSs, although initially developed for They make it easy for non- large online publishing operations, are, technical people to continue to clearly, knowledge-sharing tools and work with their desktop should be treated as such. The most applications; advanced CMSs allow for the They include sophisticated tools seamless and dynamic integration of for template development; very structured data (from back-office They allow the creation of XML- systems) and unstructured data (input based documents by users with no by individuals within and beyond the knowledge of XML; enterprise). They can also be deeply They make it easy for users to integrated with electronic workflow organize, classify and cross- applications and other collaboration reference content that is being and project-management tools. A publishing; standard CMS process generally They allow users to easily involves the following steps: 1) associate search terms (keywords) Document Creation; 2) Document to their created content; Review; 3) Quality Assurance; 4) They support the publishing of Publishing; and 5) Document many content file types (e.g. audio, Archiving or Document Deletion. video, image, presentations, HTML code, Java components, ZIP files CMS deployments can play a critical for download, etc); role in the implementation of CPs. They allow content creators to They provide the technical include priority levels on the infrastructure and core processes that document that are going to be ensure that the correct, updated and published or distributed to selected timely content is available for those groups. who need it. Although straightforward, at a conceptual level, the CMS Rules-Setting Features platforms can be quite different in terms of their many technical features. They allow easy changes of rules Some of the features found in the for authoring, editing, approval, most advanced CMS solutions publishing and removal of content; include, but are not limited to, the following list: ©TerraForum Consultores 8
  • 9. Ordinary users can also easily (electronic meeting systems, define or change business electronic whiteboards, conferencing, processes and workflows; and chat tools) which allow two or They allow documents to be more people to work together checked in and out by users; simultaneously, whether they are Individual employees and/or together in the same place or in webmasters can easily manage different places. These tools enhance roles and access rights; collaboration and make meetings They allow both public and more effective. Asynchronous tools privately-controlled publishing (i.e., permit people to work together at the users control who has access different times (e-mail, knowledge to their published pages); repositories, document and content management systems and workflow Version & System Administration tools). Asynchronous tools are Control Guidelines particularly helpful for people who have busy schedules and participate They provide many options for in multiple projects. With version control; asynchronous tools, it does not matter They allow the addition of when or where a person is working; comments to revised documents; the tools replace meetings and may Pre-built interfaces are easily make them unnecessary for certain modified; types of collaboration. Each type of They allow roll-back published tool has its place. items if necessary; They allow the view of the “change Some of the most sophisticated digital history” of any given item that has workplace tools provide a seamless been published; integration of structured and They automatically generate unstructured data and information, attributes associated with each voice and synchronous and published document (creation asynchronous groupware tools. It is date, creator, document size, new clear that many of the tools that are item indicator, updated item now being implemented at the indicator, etc); and enterprise level have their roots traced They offer many pre-built choices back to the consumer sites, in in terms of deletion/purging particular large-scale portals that policies. provided web-based discussion, communications and community tools. Collaborating Online In fact, some of the software vendors now tapping into the enterprise market The Internet provides both still have those mass-market portals synchronous and asynchronous as their flagship clients. Other opportunities for individuals to meet, software solutions were developed share information/knowledge, make specifically for the corporate market: presentations, and collaborative on from low-end ASP solutions for small real-time decisions such as voting on companies to robust enterprise-level line or utilizing synchronous tools such solutions. Some of the most recent ©TerraForum Consultores 9
  • 10. solutions are leveraging P2P platforms people that share interests and also include wireless applications to meet; to keep members constantly - Ability for users to digitally connected to the community. In express their moods and essence, many of these collaboration feelings through icons; tools are integrated and customized to - Ability to easily assign and specific organizational environments; modify different roles for there is a set of functionalities related individuals of the to five core areas: community (e.g., administrator, moderator, 1. Synchronous and Asynchronous core member, affiliate On-line Discussions Capabilities member, etc.) - Threaded and streaming - Tools for recognizing (based on chronology) different levels of discussion databases; participation and for users - Discussion threads shown to develop their individual according to user profile or digital reputation; choices; - Ability to create members’ - Chats and instant directories and sub- messaging; directories; and - Ability to work offline; - Ability for both - Ability to target questions to administrators and groups or sub-groups; individual users to define - Ability to easily set-up access rights to other group, sub-group or private members of the community; interaction environments; and - Electronic meeting places - Ability to personalize some with advanced presentation elements of each group or features: web tours, community (e.g., color). whiteboards, conferences, 3. Knowledge-base Repositories etc; - Ability to upload, distribute - Audio and video streaming; and archive all kinds of - Instant polling and rating document formats. In a features; way, including many of the - Anonymous postings; advanced features of - Ability to mobile and remote CMSs. These features users to participate; and were discussed in detail in - Guided brainstorm the CMS section above; applications. - Ability to check same 2. Rich User Identification applications simultaneously Capabilities (apps sharing). For - Manual and/or automatic instance, project plans, profiling of individuals (by business intelligence, ERP, moderators and/or users); etc; - Knowledge-mapping and affinity-building tools to help ©TerraForum Consultores 10
  • 11. - Searchable databases of systems, categorization and taxonomy discussions and previous tools, search engine tools, “Q & A” sessions; and collaboration online applications etc. - Integrated search with the Very importantly, these new ability to search based on a applications strive to integrate and number of criteria: author, balance the structured flow of date, subject, sub-groups, information with the unstructured and etc. organic flow of knowledge. 4. Events Management The authors believe that many of - Invitation according to role these solutions will have an important and or choices; impact on how organizations create, - Notification according to organize, provide access and reutilize role or choices; knowledge. Many were transplanted - Calendar; from the publishing/media and other - Schedule; business-to-consumer (e.g. auctions) - Inclusion of new members industries while others were created and groups; from the start to foster higher levels of - Site statistics (stats by collaboration across multiple users, location, topic, constituencies within and outside the contributions, etc), etc; organization. Finally, it is important to 5. Administration Tools highlight that contrary to previous IT - Online surveys; waves, it is evident that this new breed - Ability to establish groups of technologies are being developed and communities that with a strong social-technical extend beyond the firewall; perspective and taking into - Ability to operate without consideration many of the client software; underpinnings of the Community of - Ability to set up different Practice theory (Wenger, 2000). levels and areas of site management; References - Ability to set up different access levels, etc. Collins, H. (2001), Corporate Portals, AMACOM Looking Ahead Davydov, D.M. (2001), Corporate Portals and e-Business Integration, This papers has highlighted the McGraw-Hill current state of the most sophisticated Edvinsson, L. & Malone, M. (1997), tools that have been only recently Intellectual capital: realizing your been integrated into portals in a company’s true value by finding its corporate environment. Corporate hidden roots. Harper Collins Portals are, indeed, becoming more Publishers, New York, NY. sophisticated in their capabilities, in Kaplan, R.S. & Norton, J.(1992), The terms of integrating a broad range of Balanced Scorecard – Measures that integrated applications and tools, Drive Performance, Harvard Business ranging from content management Review, Jan-Feb, 1992, p 71-79 ©TerraForum Consultores 11
  • 12. PriceWaterhouseCoopers & SAP ,- (2001), The E-Business Workplace, Wiley Wenger, E.C. & Snyder, W. M. (2000), A TerraForum Consultores é uma empresa de Communities of Practice: The Organizational Frontier, Harvard consultoria e treinamento em Gestão do Business Review, Jan-Feb, pages. Conhecimento (GC) e Tecnologia da 139-145 Informação. Os clientes da empresa são, em *** sua maioria, grandes e médias organizações José Cláudio C. Terra é presidente da TerraForum Consultores. Atua como consultor dos setores público, privado e terceiro setor. A e palestrante no Canadá, nos Estados Unidos, empresa atua em todo o Brasil e também no em Portugal, na França e no Brasil. Também é professor de vários programas de exterior, tendo escritórios em São Paulo, pósgraduação e MBA e autor de vários livros Brasília e Ottawa no Canadá. É dirigida pelo sobre o tema. Seu email é jcterra@terraforum.com.br Dr. José Cláudio Terra, pioneiro e maior referência em Gestão do Conhecimento no Cindy Gordon é consultora internacional da TerraForum Consultores. Participa do país. Além disso, conta com uma equipe conselho de diretores de várias empresas de especializada e internacional de consultores. alta tecnologia nos Estados Unidos e Canadá. Foi, recentemente, destacada pela University of Western em sua publicação, e é também autora de diversos artigos e livros. .0 1 - , 3, / 2 $ , 4 Gestão do Conhecimento e E-learning na Prática Portais Corporativos, a Revolução na Gestão do Conhecimento Gestão do Conhecimento - O Grande Desafio Empresarial , Gestão do Conhecimento em pequenas e médias empresas Governança para Gestão do Conhecimento Realizing the Promise of Corporate Portals: Implantando a Gestão do Conhecimento Leveraging Knowledge for Business Success Integrando a Gestão do Conhecimento no negócio Gestão de Empresas na Era do Conhecimento ©TerraForum Consultores 12