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ปฎิรูปการศึกษาด้วยระบบการศึกษาฟรี MIT OCW โดย อาจารย์ อรภัค สุวรรณภักดี นักวิชาการอิสระ ผู้เชี่ยวชาญด้านเทคโนโลยีเพื่อการศึกษา เเละ ด้าน เครือข่ายสังคม เป็นครั้งเเรกที่มีการบรรยายเรื่องนี้ในงาน อนาคตการศึกษาไทย ที่ มหาวิทยาลัยเกษตรศาสตร์ ในวันที่ 19 กย 2557 Fan Page: http://www.facebook.com/mitocwclubthailand
http://www.slideshare.net/mylifeisdigital/ปฏิรูปการศึกษาด้วยระบบการศึกษาฟรี M...
http://www.slideshare.net/mylifeisdigital/ปฏิรูปการศึกษาด้วยระบบการศึกษาฟรี M...
อรภัค สุวรรณภักดี
f
Sona
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aiesechyderabad
Observe. Question. Design.
Observe. Question. Design.
CKozak
Written communications recorded through channels such as mailing lists or issue trackers, but also code cochanges, have been used to identify emerging collaborations in software projects. Also, such data has been used to identify the relation between developers’ roles in communication networks and source code changes, or to identify mentors aiding newcomers to evolve the software project. However, results of such analyses may be different depending on the communication channel being mined. This paper investigates how collaboration links vary and complement each other when they are identified through data from three different kinds of communication channels, i.e., mailing lists, issue trackers, and IRC chat logs. Also, the study investigates how such links overlap with links mined from code changes, and how the use of different sources would influence (i) the identification of project mentors, and (ii) the presence of a correlation between the social role of a developer and her changes. Results of a study conducted on seven open source projects indicate that the overlap of communication links between the various sources is relatively low, and that the application of networks obtained from different sources may lead to different results.
How Developers’ Collaborations Identified from Different Sources Tell us Abou...
How Developers’ Collaborations Identified from Different Sources Tell us Abou...
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Recommandé
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halo4robo
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ปฎิรูปการศึกษาด้วยระบบการศึกษาฟรี MIT OCW โดย อาจารย์ อรภัค สุวรรณภักดี นักวิชาการอิสระ ผู้เชี่ยวชาญด้านเทคโนโลยีเพื่อการศึกษา เเละ ด้าน เครือข่ายสังคม เป็นครั้งเเรกที่มีการบรรยายเรื่องนี้ในงาน อนาคตการศึกษาไทย ที่ มหาวิทยาลัยเกษตรศาสตร์ ในวันที่ 19 กย 2557 Fan Page: http://www.facebook.com/mitocwclubthailand
http://www.slideshare.net/mylifeisdigital/ปฏิรูปการศึกษาด้วยระบบการศึกษาฟรี M...
http://www.slideshare.net/mylifeisdigital/ปฏิรูปการศึกษาด้วยระบบการศึกษาฟรี M...
อรภัค สุวรรณภักดี
f
Sona
Sona
aiesechyderabad
Observe. Question. Design.
Observe. Question. Design.
CKozak
Written communications recorded through channels such as mailing lists or issue trackers, but also code cochanges, have been used to identify emerging collaborations in software projects. Also, such data has been used to identify the relation between developers’ roles in communication networks and source code changes, or to identify mentors aiding newcomers to evolve the software project. However, results of such analyses may be different depending on the communication channel being mined. This paper investigates how collaboration links vary and complement each other when they are identified through data from three different kinds of communication channels, i.e., mailing lists, issue trackers, and IRC chat logs. Also, the study investigates how such links overlap with links mined from code changes, and how the use of different sources would influence (i) the identification of project mentors, and (ii) the presence of a correlation between the social role of a developer and her changes. Results of a study conducted on seven open source projects indicate that the overlap of communication links between the various sources is relatively low, and that the application of networks obtained from different sources may lead to different results.
How Developers’ Collaborations Identified from Different Sources Tell us Abou...
How Developers’ Collaborations Identified from Different Sources Tell us Abou...
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An overview of LinkedIn's publisher tools, including Pulse, the InShare plugin and LinkedIn Company Pages. For more information, please visit http://developer.linkedin.com/publishers
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Written development communication (e.g. mailing lists, issue trackers) constitutes a precious source of information to build recommenders for software engineers, for example aimed at suggesting experts, or at redocumenting existing source code. In this paper we propose a novel, semi-supervised approach named DECA (Development Emails Content Analyzer) that uses Natural Language Parsing to classify the content of development emails according to their purpose (e.g. feature request, opinion asking, problem discovery, solution proposal, information giving etc), identifying email elements that can be used for specific tasks. A study based on data from Qt and Ubuntu, highlights a high precision (90%) and recall (70%) of DECA in classifying email content, outperforming traditional machine learning strategies. Moreover, we successfully used DECA for re-documenting sourcecode of Eclipse and Lucene, improving the recall, while keeping high precision, of a previous approach based on ad-hoc heuristics.
Development Emails Content Analyzer: Intention Mining in Developer Discussions
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The mobile applications industry experiences an unprecedented high growth, developers working in this context face a fierce competition in acquiring and retaining users. They have to quickly implement new features and fix bugs, or risks losing their users to the competition. To achieve this goal they must closely monitor and analyze the user feedback they receive in form of reviews. However, successful apps can receive up to several thousands of reviews per day, manually analysing each of them is a time consuming task. To help developers deal with the large amount of available data, we manually analyzed the text of 1566 user reviews and defined a high and low level taxonomy containing mobile specific categories (e.g. performance, resources, battery, memory, etc.) highly relevant for developers during the planning of maintenance and evolution activities. Then we built the User Request Referencer (URR) prototype, using Machine Learning and Information Retrieval techniques, to automatically classify reviews according to our taxonomy and recommend for a particular review what are the source code files that need to be modified to handle the issue described in the user review. We evaluated our approach through an empirical study involving the reviews and code of 39 mobile applications. Our results show a high precision and recall of URR in organising reviews according to the defined taxonomy
Analyzing Reviews and Code of Mobile Apps for Better Release Planning
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The recent and fast expansion of OSS (Open-source software) communities has fostered research on how open source projects evolve and how their communities interact. Several research studies show that the inflow of new developers plays an important role in the longevity and the success of OSS projects. Beside that they also discovered that an high percentage of newcomers tend to leave the project because of the socio-technical barriers they meet when they join the project. However, such research effort did not generate yet concrete results in support retention and training of project newcomers. In this thesis dissertation we investigated problems arising when newcomers join software projects, and possible solutions to support them. Specifically, we studied (i) how newcomers behave during development activities and how they interact with others developers with the aim at (ii) developing tools and/or techniques for supporting them during the integration in the development team. Thus, among the various recommenders, we defined (i) a tool able to suggest appropriate mentors to newcomers during the training stage; then, with the aim at supporting newcomers during program comprehension we defined other two recommenders: a tool that (ii) generates high quality source code summaries and another tool able to (iii) provide descriptions of specific source code elements. For future work, we plan to improve the proposed recommenders and to integrate other kind of recommenders to better support newcomers in OSS projects.
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The mobile applications industry experiences an unprecedented high growth, developers working in this context face a fierce competition in acquiring and retaining users. They have to quickly implement new features and fix bugs, or risks losing their users to the competition. To achieve this goal they must closely monitor and analyze the user feedback they receive in form of reviews. However, successful apps can receive up to several thousands of reviews per day, manually analysing each of them is a time consuming task. To help developers deal with the large amount of available data, we manually analyzed the text of 1566 user reviews and defined a high and low level taxonomy containing mobile specific categories (e.g. performance, resources, battery, memory, etc.) highly relevant for developers during the planning of maintenance and evolution activities. Then we built the User Request Referencer (URR) prototype, using Machine Learning and Information Retrieval techniques, to automatically classify reviews according to our taxonomy and recommend for a particular review what are the source code files that need to be modified to handle the issue described in the user review. We evaluated our approach through an empirical study involving the reviews and code of 39 mobile applications. Our results show a high precision and recall of URR in organising reviews according to the defined taxonomy
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Making communications land - Are they received and understood as intended? webinar Thursday 2 May 2024 A joint webinar created by the APM Enabling Change and APM People Interest Networks, this is the third of our three part series on Making Communications Land. presented by Ian Cribbes, Director, IMC&T Ltd @cribbesheet The link to the write up page and resources of this webinar: https://www.apm.org.uk/news/making-communications-land-are-they-received-and-understood-as-intended-webinar/ Content description: How do we ensure that what we have communicated was received and understood as we intended and how do we course correct if it has not.
Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...
Association for Project Management
God is a creative God Gen 1:1. All that He created was “good”, could also be translated “beautiful”. God created man in His own image Gen 1:27. Maths helps us discover the beauty that God has created in His world and, in turn, create beautiful designs to serve and enrich the lives of others.
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
christianmathematics
Basic Civil Engineering notes first year Notes Building notes Selection of site for Building Layout of a Building What is Burjis, Mutam Building Bye laws Basic Concept of sunlight ventilation in building National Building Code of India Set back or building line Types of Buildings Floor Space Index (F.S.I) Institutional Vs Educational Building Components & function Sills, Lintels, Cantilever Doors, Windows and Ventilators Types of Foundation AND THEIR USES Plinth Area Shallow and Deep Foundation Super Built-up & carpet area Floor Area Ratio (F.A.R) RCC Reinforced Cement Concrete RCC VS PCC
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Denish Jangid
Brief to be read ahead of the Student Project Simulation event.
Spatium Project Simulation student brief
Spatium Project Simulation student brief
Association for Project Management
This will help people alote.
Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functions
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Activity 01 - Artificial Culture (1).pdf
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HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
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ICT Role in 21st Century Education & its Challenges.pptx
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1029-Danh muc Sach Giao Khoa khoi 6.pdf
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Spatium Project Simulation student brief
Spatium Project Simulation student brief
Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functions
Launch pad
1.
The Launch pad AIESEC
In Hyderabad
2.
Introducing CIM
3.
LC Brochure
4.
CIM Policy
5.
LC Brochure
6.
Search Tool
7.
Exchange Packages
8.
Exchange Policies
9.
After all this What
next?
10.
11.
12.
Thank You! EB 2014
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