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From Discovery to Delivery - Daniel Mayer
- 1. From Discovery to Delivery
Semantics powering new applications
in Search and beyond
Daniel Mayer
VP, Corporate Marketing
daniel.mayer@temis.com
- 2. A pioneer in Content Enrichment since 2000
60
Copyright © 2012 TEMIS - All Rights Reserved - Slide 2
- 3. Key References
Life Sciences Industry & Government Publishing
Copyright © 2012 TEMIS - All Rights Reserved - Slide 3
- 4. Navigating the Information Dilemna
Please help us …
… avoid • Find information
Information faster / more easily
Overload • Focus on the
most relevant content
x2
every
2 years …exploit • Analyze
Big Data for
• Discover
Insights
Content
Copyright © 2012 TEMIS - All Rights Reserved - Slide 4
- 5. Navigating the Information Dilemna
… avoid • Find information • Efficient
Information faster / more easily search/navigation tools
Overload • Focus on the • Targetted
most relevant content Information Products
…exploit • Analyze • Structured
Big Data for Information
• Discover
Insights
Copyright © 2012 TEMIS - All Rights Reserved - Slide 5
- 6. 46% semantically enrich
their content
Publishers
of Scientific Journals
Source : 2011 study on Journal Article Mining
Copyright © 2011 TEMIS - All Rights Reserved - Slide 6
by the Publishing Research Consortium
- 7. What Is Semantic Content Enrichment?
Automated extraction of information
Adverse Event
Side Effect Alopecia
Roles
Cause Carbamazepine
Dosage 8.6 mg/ml
Attributes
Patient 52 year old male
Relations
We report a 52 year-old man presenting an acute hair loss induced by carbamazepine (CBZ) in concentration of 8.6 microg/ml.
Entities
Subj Verb Patient Verb Symptom Verb Drug Name Dosage information
Terms
Pro Verb Art Num N-P Noun Verb Art Adj Nn Nn Verb Pp PropNn Abbr Pp Noun Pp Num Unit
We report a 52 year-old man presenting an acute hair loss induced by carbamazepine (CBZ) in concentration of 8.6 microg/ml.
Copyright © 2012 TEMIS - All Rights Reserved - Slide 7
- 8. What Is Semantic Content Enrichment?
Annotation with domain-specific metadata
A case of hair loss induced by carbamazepine
A case of hair loss induced by carbamazepine Symptoms
Alopecia Dermatitis Allergic reaction
Kohno Y, Ishii A, Shoji S, Department of Clinical Neurology,
Kohno Y, Ishii A, Shoji S, Department of Clinical Neurology,
Tsukuba University. Anagen effluvium Telogen effluvium
Tsukuba University.
We report a 52 year-old man presenting with an acute
We report a 52 year-old man presenting with an acute Diseases
considerable hair loss induced by carbamazepine (CBZ). The
considerable hair loss induced by carbamazepine (CBZ). The Neuropsychological diseases
remarkable scalp hair loss started within a week after CBZ
remarkable scalp hair loss started within a week after CBZ Drugs
administration. There was no evidence of dermatitis or allergic
administration. There was no evidence of dermatitis or allergic Carbamazepine CBZ
reaction, or other cause for the hair loss. The serum
reaction, or other cause for the hair loss. The serum
concentration of CBZ was 8.6 microg/ml therapeutic range 8-
concentration of CBZ was 8.6 microg/ml therapeutic range 8- Dosage information
12 microg/ml). CBZ was discontinued, and the hair loss
12 microg/ml). CBZ was discontinued, and the hair loss 8.6 microg./ml 8-12 microg./ml
stopped within several days with new hair growth.
stopped within several days with new hair growth.
Medication-induced hair loss is an occasional adverse effect of
Medication-induced hair loss is an occasional adverse effect of Patient information
many drugs used for neuropsychological diseases. CBZ also
many drugs used for neuropsychological diseases. CBZ also 52 year old man
induces hair loss and its frequency was reported below 2%.
induces hair loss and its frequency was reported below 2%.
People
Only a limited number of detailed case reports describing CBZ-
Only a limited number of detailed case reports describing CBZ-
Kohno Y Ishii A Shoji S
induced hair loss were available, and we found these cases
induced hair loss were available, and we found these cases
could divide into two groups with regard to a delay in starting
could divide into two groups with regard to a delay in starting Organizations
hair loss after administration of CBZ. In one group, the hair
hair loss after administration of CBZ. In one group, the hair Dept of Clinical Neurology, Tsukuba University
loss started within a week suggesting anagen effluvium and in
loss started within a week suggesting anagen effluvium and in
another it started after two or three months suggesting
another it started after two or three months suggesting Side-effect Relationships
telogen effluvium. This finding suggests the causative
telogen effluvium. This finding suggests the causative Drug-induced alopecia
mechanism of CBZ-induced hair loss is not unitary.
mechanism of CBZ-induced hair loss is not unitary.
Copyright © 2012 TEMIS - All Rights Reserved - Slide 8
- 9. What Is Semantic Content Enrichment?
Knowledge insertion
Carbamazepine Brand names
A case of hair loss induced by carbamazepine Apo-Carbamazepine
Accession Number Atretol
Kohno Y, Ishii A, Shoji S, Department of Clinical Neurology,
DB00564 (APRD00337) Biston
Tsukuba University. Calepsin […]
Indication
We report a 52 year-old man presenting the treatment of epilepsy and pain associated with true trigeminal neuralgia.
For with an acute
considerable hair loss induced by carbamazepine (CBZ). The
Pharmacodynamics
remarkable scalp hair loss started within a week after CBZ
Carbamazepine, an anticonvulsant structurally similar to tricyclic antidepressants, is used to treat
partial seizures, tonic-clonic seizures, pain of neurologic origin such as trigeminal neuralgia, and
administration. There was no evidence of dermatitis or allergic
reaction, or other cause for the hair loss. The serum including manic-depressive illness
psychiatric disorders […]
concentration of CBZ was 8.6 microg/ml therapeutic range 8- vomiting, drowsiness, ataxia, slurred speech, nystagmus, dystonic
Toxicity Mild ingestions cause
12 microg/ml). CBZ was discontinued, reactions, and hallucinations. Severe intoxications may produce
and the hair loss […]
stopped within several days with new hair growth.
Dosage forms
Medication-induced hair loss is an occasional adverse effect of
Suspension Oral
many drugs used for neuropsychological diseases. CBZ also[…]
Tablet Oral
induces hair loss and its frequency was reported below 2%.
Only a limited number of detailed case reports describing CBZ-
Insert related knowledge
induced hair loss were available, and we found these cases
could divide into two groups with regard to a Prior in starting
• delay and Authoritative
hair loss after administration of CBZ. In one group, the hair
loss started within a week suggesting anagen Internal and in
• effluvium / Proprietary
another it started after two or three months suggesting / Commercial or Open Source
• External
telogen effluvium. This finding suggests the causative
mechanism of CBZ-induced hair loss is not unitary.
Copyright © 2012 TEMIS - All Rights Reserved - Slide 9
- 10. What Is Semantic Content Enrichment?
Linking
Copyright © 2012 TEMIS - All Rights Reserved - Slide 10
- 11. What Is Semantic Content Enrichment?
Analytics
Copyright © 2012 TEMIS - All Rights Reserved - Slide 11
- 14. « Slice and Dice » approach
Chapters from separate books
and Articles from separate journals
are available on an individual basis
Copyright © 2012 TEMIS - All Rights Reserved - Slide 14
- 15. Article Profile
• Summarizes all relevant
entities mentionned
• Entities are clickable
to facilitate navigation
Asset Recommendation Widgets
Provide links to related assets
Copyright © 2012 TEMIS - All Rights Reserved - Slide 15
- 16. Navigating the Information Dilemna
Information professionals helping end-users
Faceted Links
Search
SEO
… avoid • Find information • Efficient
Recommendations
Information faster / more easily search/navigation
Overload • Focus on most Topic Knowledge • Targetted
relevant content Pages Bases Info Products
…exploit
• Analyze Content • Structured
Big Data for
• Discover APIs Information
Insights
Copyright © 2012 TEMIS - All Rights Reserved - Slide 16
- 17. Copyright © 2012 TEMIS - All Rights Reserved - Slide 17
Copyright © 2009 TEMIS - All Rights Reserved - Slide 17
- 18. Topical Feed
Aggregates all articles referring
to a specific pricing location
Copyright © 2012 TEMIS - All Rights Reserved - Slide 18
- 19. Case Law Knowledge Base
topic Labor Law subtopic Accidents in the workplace
Type of disability
Date of decision
Court
Age
Gender Damages paid
Profession
Each
Type of accident extracted
Severity of the disability concept
Cause has become a
search
Part of body
criteria
Copyright © 2012 TEMIS - All Rights Reserved - Slide 19
- 20. Navigating Query Results
Decisions matching the search criteria
Facets based on the same concepts
enable efficient drill-down within the document set
Copyright © 2012 TEMIS - All Rights Reserved - Slide 20
- 21. Navigating the Information Dilemna
Information professionals helping end-users
Faceted Links
Search
SEO
… avoid • Find information • Efficient
Recommendations
Information faster / more easily search/navigation
Overload • Focus on most Topic Knowledge • Targetted
relevant content Pages Bases Info Products
ECM
Integration
…exploit
• Analyze Analytics Content • Structured
Big Data for
• Discover Suites APIs Information
Insights
Copyright © 2012 TEMIS - All Rights Reserved - Slide 21
- 24. ECM Integration
Flow Diagram
Search-based Applications
Analysis Facets Front-end
Search
Visualization Recommendations Enrichment
Search Engine API
Luxid® Metadata Document
Annotation
Factory Extraction Indexing
Document
Insertion Metadata Enrichment
Search
Index
Engine
De
Recherche
Index
Copyright © 2012 TEMIS - All Rights Reserved - Slide 24
- 25. ECM Integration
Metadata enriches the application layer
Distribution Layer
Search-based Applications
Forms Analysis Facets
Search
Visualization Recommendations
Application Layer
Search Engine API
Business Collaborative Personalization
Workflows Functions Profiles
Luxid®
Annotation
Factory Document
Access Control Directories
Management
Rights Management Virtual Networks
Workflows
Data Layer
Search
Index
Engine
De
Recherche
Index
Copyright © 2012 TEMIS - All Rights Reserved - Slide 25
- 28. SharePoint 2010
Enriched Search Center
Facets domain-specific metadata
• Helps drill down to most relevant results
• Technical metadata is preserved
Copyright © 2012 TEMIS - All Rights Reserved - Slide 28
- 29. SharePoint 2010
Enriched Search Center
Each document’s metadata is displayed
• Clickable Entities enable further search refinement
Copyright © 2012 TEMIS - All Rights Reserved - Slide 29
- 30. Closing Thoughts
Semantic Content Enrichment going mainstream
Aligned with key Information Management needs
• Structure
• Manage your unstructured information assets
• Exploit
A maturing technology
• Adopted by Publishers & Information Professionals
• Propagating to Enterprise Content Management Systems
• Makes the entire Information System more intelligent
Enabling effective Discovery & efficient Delivery
• Search, Analyze, Discover
• Aggregate, Package, Deliver
Copyright © 2012 TEMIS - All Rights Reserved - Slide 30