SlideShare a Scribd company logo
1 of 21
dataTEL challenge & dataTEL
         cafe event


•   a call for TEL datasets

•   eight data sets submitted

                                http://bit.ly/ieqmWW
http://dev.mendeley.com/datachallenge/
Mendeley    APOSDL     ReMashed Organic. Mace       Melt
                                E                   edunet
Collection period   1 year      3 months   2 years   9        3 years   6
                                                     months             months
Users               200.000     6          140       1.000    1.148     98
Items               1.857.912   163        96.000    11.000   12.000    1.923
Activities          4.848.725   1.500      23.264    920      461.982 16.353
reads               +           +          -         -        +         -
tags                -           (+)        +         +        +         +
ratings             (+)         -          +         +        +         +
downloads           +           +          -         -        +         +
search              -           +          -         -        +         -
collaborations      -           +          -         -        -         -
tasks/goals         -           +          +         -        -         -
sequence            -           +          -         -        -         -
competence          -           +          -         -        +         -
time                -           -          -         -        +         +
http://bit.ly/A4CwZU
http://bit.ly/acBKsp
TalkExplorer - Conference Navigator




Participate in a short user study:
  •   bookmark papers that are relevant with this visualization
  •   you can win an iPod Nano!

               http://bit.ly/cn3talkexplorer
RecSysTEL - Best paper award 2012




Paper A: Cristian Cechinel et al. (2012)
Populating Learning Object Repositories with
Hidden Internal Quality Information

Paper B: Pythagoras Karampiperis et al. (2012)
Sentiment Analysis: A tool for Rating Attribution to
Content in Recommender Systems
Algorithms

             Paper A:
             Cristian
             AVG: 2.6



              Paper B:
             Pythagoras
              AVG: 3
Algorithms

             Paper A:
             Cristian
             AVG: 3.3



              Paper B:
             Pythagoras
             AVG: 2.9
Algorithms

             Paper A:
             Cristian
              AVG: 3



              Paper B:
             Pythagoras
             AVG: 3.7
Application

              Paper A:
              Cristian
              AVG: 3.3



               Paper B:
              Pythagoras
              AVG: 3.3
Application

              Paper A:
              Cristian
               AVG: 3



               Paper B:
              Pythagoras
              AVG: 3.7
Application

              Paper A:
              Cristian
              AVG: 2.7



               Paper B:
              Pythagoras
              AVG: 2.7
Application

              Paper A:
              Cristian
              AVG: 3.5



               Paper B:
              Pythagoras
              AVG: 3.6
Application

              Paper A:
              Cristian
              AVG: 2.6



               Paper B:
              Pythagoras
               AVG: 3
And the best paper goes to:

Paper B: Pythagoras Karampiperis et al. (2012)
    Sentiment Analysis: A tool for Rating
   Attribution to Content in Recommender
                   Systems

More Related Content

Viewers also liked

Data - Internet -> Information: Doing effective research over the Internet
Data - Internet -> Information: Doing effective research over the InternetData - Internet -> Information: Doing effective research over the Internet
Data - Internet -> Information: Doing effective research over the InternetKinshuk Sunil
 
2010 I Rendementbijeenkomst
2010 I Rendementbijeenkomst2010 I Rendementbijeenkomst
2010 I Rendementbijeenkomstmr38schev
 
'Fotografia privata' su Web: microstorie del Novecento
'Fotografia privata' su Web: microstorie del Novecento'Fotografia privata' su Web: microstorie del Novecento
'Fotografia privata' su Web: microstorie del Novecentostefanogambari
 
Preparing in Isolation?!
Preparing in Isolation?!Preparing in Isolation?!
Preparing in Isolation?!Martin Rehm
 
Android Abc2009 Fall Shima091130 1
Android Abc2009 Fall Shima091130 1Android Abc2009 Fall Shima091130 1
Android Abc2009 Fall Shima091130 1shimay
 
Coleg Sir Gar HE Conference 030714
Coleg Sir Gar HE Conference 030714Coleg Sir Gar HE Conference 030714
Coleg Sir Gar HE Conference 030714Lis Parcell
 
Radionice kemija 4_razred
Radionice kemija 4_razredRadionice kemija 4_razred
Radionice kemija 4_razredGavranica
 
re RainbowTwtr - 構造化テキストの安全なエスケープ手法について
re RainbowTwtr - 構造化テキストの安全なエスケープ手法についてre RainbowTwtr - 構造化テキストの安全なエスケープ手法について
re RainbowTwtr - 構造化テキストの安全なエスケープ手法についてKazuho Oku
 
JSX - 公開から1年を迎えて
JSX - 公開から1年を迎えてJSX - 公開から1年を迎えて
JSX - 公開から1年を迎えてKazuho Oku
 
Lezzetleri kesen ölüm...
Lezzetleri kesen ölüm...Lezzetleri kesen ölüm...
Lezzetleri kesen ölüm...halid şen
 
Towards the Cytoscape Cyberinfrastructure
Towards the Cytoscape CyberinfrastructureTowards the Cytoscape Cyberinfrastructure
Towards the Cytoscape CyberinfrastructureKeiichiro Ono
 
Interpretacja Fotografii Rodzinnej
Interpretacja Fotografii RodzinnejInterpretacja Fotografii Rodzinnej
Interpretacja Fotografii Rodzinnejagata stanisz
 
NUTELLA 1 Million Thanks - How bread becames a media
NUTELLA 1 Million Thanks - How bread becames a mediaNUTELLA 1 Million Thanks - How bread becames a media
NUTELLA 1 Million Thanks - How bread becames a mediaJorge Teixeira
 
G1 clustering - content convergence v2 jve
G1 clustering - content convergence v2 jveG1 clustering - content convergence v2 jve
G1 clustering - content convergence v2 jveJuan V. Vidagany Espert
 
туризм в культурной, экономической и социальной жизни
туризм в культурной, экономической и социальной жизнитуризм в культурной, экономической и социальной жизни
туризм в культурной, экономической и социальной жизниMoscow State University
 

Viewers also liked (18)

Data - Internet -> Information: Doing effective research over the Internet
Data - Internet -> Information: Doing effective research over the InternetData - Internet -> Information: Doing effective research over the Internet
Data - Internet -> Information: Doing effective research over the Internet
 
2010 I Rendementbijeenkomst
2010 I Rendementbijeenkomst2010 I Rendementbijeenkomst
2010 I Rendementbijeenkomst
 
M02 un09 p02
M02 un09 p02M02 un09 p02
M02 un09 p02
 
'Fotografia privata' su Web: microstorie del Novecento
'Fotografia privata' su Web: microstorie del Novecento'Fotografia privata' su Web: microstorie del Novecento
'Fotografia privata' su Web: microstorie del Novecento
 
Preparing in Isolation?!
Preparing in Isolation?!Preparing in Isolation?!
Preparing in Isolation?!
 
Android Abc2009 Fall Shima091130 1
Android Abc2009 Fall Shima091130 1Android Abc2009 Fall Shima091130 1
Android Abc2009 Fall Shima091130 1
 
Coleg Sir Gar HE Conference 030714
Coleg Sir Gar HE Conference 030714Coleg Sir Gar HE Conference 030714
Coleg Sir Gar HE Conference 030714
 
Radionice kemija 4_razred
Radionice kemija 4_razredRadionice kemija 4_razred
Radionice kemija 4_razred
 
re RainbowTwtr - 構造化テキストの安全なエスケープ手法について
re RainbowTwtr - 構造化テキストの安全なエスケープ手法についてre RainbowTwtr - 構造化テキストの安全なエスケープ手法について
re RainbowTwtr - 構造化テキストの安全なエスケープ手法について
 
Unit 2.3 Part 1
Unit 2.3 Part 1Unit 2.3 Part 1
Unit 2.3 Part 1
 
JSX - 公開から1年を迎えて
JSX - 公開から1年を迎えてJSX - 公開から1年を迎えて
JSX - 公開から1年を迎えて
 
Lezzetleri kesen ölüm...
Lezzetleri kesen ölüm...Lezzetleri kesen ölüm...
Lezzetleri kesen ölüm...
 
Towards the Cytoscape Cyberinfrastructure
Towards the Cytoscape CyberinfrastructureTowards the Cytoscape Cyberinfrastructure
Towards the Cytoscape Cyberinfrastructure
 
Interpretacja Fotografii Rodzinnej
Interpretacja Fotografii RodzinnejInterpretacja Fotografii Rodzinnej
Interpretacja Fotografii Rodzinnej
 
NUTELLA 1 Million Thanks - How bread becames a media
NUTELLA 1 Million Thanks - How bread becames a mediaNUTELLA 1 Million Thanks - How bread becames a media
NUTELLA 1 Million Thanks - How bread becames a media
 
G1 clustering - content convergence v2 jve
G1 clustering - content convergence v2 jveG1 clustering - content convergence v2 jve
G1 clustering - content convergence v2 jve
 
туризм в культурной, экономической и социальной жизни
туризм в культурной, экономической и социальной жизнитуризм в культурной, экономической и социальной жизни
туризм в культурной, экономической и социальной жизни
 
Kieeds.com
Kieeds.comKieeds.com
Kieeds.com
 

More from Hendrik Drachsler

Trusted Learning Analytics Research Program
Trusted Learning Analytics Research ProgramTrusted Learning Analytics Research Program
Trusted Learning Analytics Research ProgramHendrik Drachsler
 
Smart Speaker as Studying Assistant by Joao Pargana
Smart Speaker as Studying Assistant by Joao ParganaSmart Speaker as Studying Assistant by Joao Pargana
Smart Speaker as Studying Assistant by Joao ParganaHendrik Drachsler
 
Verhaltenskodex Trusted Learning Analytics
Verhaltenskodex Trusted Learning AnalyticsVerhaltenskodex Trusted Learning Analytics
Verhaltenskodex Trusted Learning AnalyticsHendrik Drachsler
 
Rödling, S. (2019). Entwicklung einer Applikation zum assoziativen Medien Ler...
Rödling, S. (2019). Entwicklung einer Applikation zum assoziativen Medien Ler...Rödling, S. (2019). Entwicklung einer Applikation zum assoziativen Medien Ler...
Rödling, S. (2019). Entwicklung einer Applikation zum assoziativen Medien Ler...Hendrik Drachsler
 
E.Leute: Learning the impact of Learning Analytics with an authentic dataset
E.Leute: Learning the impact of Learning Analytics with an authentic datasetE.Leute: Learning the impact of Learning Analytics with an authentic dataset
E.Leute: Learning the impact of Learning Analytics with an authentic datasetHendrik Drachsler
 
Romano, G. (2019) Dancing Trainer: A System For Humans To Learn Dancing Using...
Romano, G. (2019) Dancing Trainer: A System For Humans To Learn Dancing Using...Romano, G. (2019) Dancing Trainer: A System For Humans To Learn Dancing Using...
Romano, G. (2019) Dancing Trainer: A System For Humans To Learn Dancing Using...Hendrik Drachsler
 
Towards Tangible Trusted Learning Analytics
Towards Tangible Trusted Learning AnalyticsTowards Tangible Trusted Learning Analytics
Towards Tangible Trusted Learning AnalyticsHendrik Drachsler
 
Fighting level 3: From the LA framework to LA practice on the micro-level
Fighting level 3: From the LA framework to LA practice on the micro-levelFighting level 3: From the LA framework to LA practice on the micro-level
Fighting level 3: From the LA framework to LA practice on the micro-levelHendrik Drachsler
 
LACE Project Overview and Exploitation
LACE Project Overview and ExploitationLACE Project Overview and Exploitation
LACE Project Overview and ExploitationHendrik Drachsler
 
Dutch Cooking with xAPI Recipes, The Good, the Bad, and the Consistent
Dutch Cooking with xAPI Recipes, The Good, the Bad, and the ConsistentDutch Cooking with xAPI Recipes, The Good, the Bad, and the Consistent
Dutch Cooking with xAPI Recipes, The Good, the Bad, and the ConsistentHendrik Drachsler
 
Recommendations for Open Online Education: An Algorithmic Study
Recommendations for Open Online Education:  An Algorithmic StudyRecommendations for Open Online Education:  An Algorithmic Study
Recommendations for Open Online Education: An Algorithmic StudyHendrik Drachsler
 
Privacy and Analytics – it’s a DELICATE Issue. A Checklist for Trusted Learni...
Privacy and Analytics – it’s a DELICATE Issue. A Checklist for Trusted Learni...Privacy and Analytics – it’s a DELICATE Issue. A Checklist for Trusted Learni...
Privacy and Analytics – it’s a DELICATE Issue. A Checklist for Trusted Learni...Hendrik Drachsler
 
DELICATE checklist - to establish trusted Learning Analytics
DELICATE checklist - to establish trusted Learning AnalyticsDELICATE checklist - to establish trusted Learning Analytics
DELICATE checklist - to establish trusted Learning AnalyticsHendrik Drachsler
 
The Future of Big Data in Education
The Future of Big Data in EducationThe Future of Big Data in Education
The Future of Big Data in EducationHendrik Drachsler
 
The Future of Learning Analytics
The Future of Learning AnalyticsThe Future of Learning Analytics
The Future of Learning AnalyticsHendrik Drachsler
 
Six dimensions of Learning Analytics
Six dimensions of Learning AnalyticsSix dimensions of Learning Analytics
Six dimensions of Learning AnalyticsHendrik Drachsler
 
Learning Analytics Metadata Standards, xAPI recipes & Learning Record Store -
Learning Analytics Metadata Standards, xAPI recipes & Learning Record Store - Learning Analytics Metadata Standards, xAPI recipes & Learning Record Store -
Learning Analytics Metadata Standards, xAPI recipes & Learning Record Store - Hendrik Drachsler
 

More from Hendrik Drachsler (20)

Trusted Learning Analytics Research Program
Trusted Learning Analytics Research ProgramTrusted Learning Analytics Research Program
Trusted Learning Analytics Research Program
 
Smart Speaker as Studying Assistant by Joao Pargana
Smart Speaker as Studying Assistant by Joao ParganaSmart Speaker as Studying Assistant by Joao Pargana
Smart Speaker as Studying Assistant by Joao Pargana
 
Verhaltenskodex Trusted Learning Analytics
Verhaltenskodex Trusted Learning AnalyticsVerhaltenskodex Trusted Learning Analytics
Verhaltenskodex Trusted Learning Analytics
 
Rödling, S. (2019). Entwicklung einer Applikation zum assoziativen Medien Ler...
Rödling, S. (2019). Entwicklung einer Applikation zum assoziativen Medien Ler...Rödling, S. (2019). Entwicklung einer Applikation zum assoziativen Medien Ler...
Rödling, S. (2019). Entwicklung einer Applikation zum assoziativen Medien Ler...
 
E.Leute: Learning the impact of Learning Analytics with an authentic dataset
E.Leute: Learning the impact of Learning Analytics with an authentic datasetE.Leute: Learning the impact of Learning Analytics with an authentic dataset
E.Leute: Learning the impact of Learning Analytics with an authentic dataset
 
Romano, G. (2019) Dancing Trainer: A System For Humans To Learn Dancing Using...
Romano, G. (2019) Dancing Trainer: A System For Humans To Learn Dancing Using...Romano, G. (2019) Dancing Trainer: A System For Humans To Learn Dancing Using...
Romano, G. (2019) Dancing Trainer: A System For Humans To Learn Dancing Using...
 
Towards Tangible Trusted Learning Analytics
Towards Tangible Trusted Learning AnalyticsTowards Tangible Trusted Learning Analytics
Towards Tangible Trusted Learning Analytics
 
Trusted Learning Analytics
Trusted Learning Analytics Trusted Learning Analytics
Trusted Learning Analytics
 
Fighting level 3: From the LA framework to LA practice on the micro-level
Fighting level 3: From the LA framework to LA practice on the micro-levelFighting level 3: From the LA framework to LA practice on the micro-level
Fighting level 3: From the LA framework to LA practice on the micro-level
 
LACE Project Overview and Exploitation
LACE Project Overview and ExploitationLACE Project Overview and Exploitation
LACE Project Overview and Exploitation
 
Dutch Cooking with xAPI Recipes, The Good, the Bad, and the Consistent
Dutch Cooking with xAPI Recipes, The Good, the Bad, and the ConsistentDutch Cooking with xAPI Recipes, The Good, the Bad, and the Consistent
Dutch Cooking with xAPI Recipes, The Good, the Bad, and the Consistent
 
Recommendations for Open Online Education: An Algorithmic Study
Recommendations for Open Online Education:  An Algorithmic StudyRecommendations for Open Online Education:  An Algorithmic Study
Recommendations for Open Online Education: An Algorithmic Study
 
Privacy and Analytics – it’s a DELICATE Issue. A Checklist for Trusted Learni...
Privacy and Analytics – it’s a DELICATE Issue. A Checklist for Trusted Learni...Privacy and Analytics – it’s a DELICATE Issue. A Checklist for Trusted Learni...
Privacy and Analytics – it’s a DELICATE Issue. A Checklist for Trusted Learni...
 
DELICATE checklist - to establish trusted Learning Analytics
DELICATE checklist - to establish trusted Learning AnalyticsDELICATE checklist - to establish trusted Learning Analytics
DELICATE checklist - to establish trusted Learning Analytics
 
LACE Flyer 2016
LACE Flyer 2016 LACE Flyer 2016
LACE Flyer 2016
 
The Future of Big Data in Education
The Future of Big Data in EducationThe Future of Big Data in Education
The Future of Big Data in Education
 
The Future of Learning Analytics
The Future of Learning AnalyticsThe Future of Learning Analytics
The Future of Learning Analytics
 
Six dimensions of Learning Analytics
Six dimensions of Learning AnalyticsSix dimensions of Learning Analytics
Six dimensions of Learning Analytics
 
Learning Analytics Metadata Standards, xAPI recipes & Learning Record Store -
Learning Analytics Metadata Standards, xAPI recipes & Learning Record Store - Learning Analytics Metadata Standards, xAPI recipes & Learning Record Store -
Learning Analytics Metadata Standards, xAPI recipes & Learning Record Store -
 
Ethics privacy washington
Ethics privacy washingtonEthics privacy washington
Ethics privacy washington
 

Recently uploaded

DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionDilum Bandara
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfPrecisely
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DayH2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DaySri Ambati
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfRankYa
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 

Recently uploaded (20)

DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An Introduction
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DayH2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdf
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 

Introduction RecSysTEL workshop 2012

  • 1.
  • 2.
  • 3.
  • 4. dataTEL challenge & dataTEL cafe event • a call for TEL datasets • eight data sets submitted http://bit.ly/ieqmWW
  • 6. Mendeley APOSDL ReMashed Organic. Mace Melt E edunet Collection period 1 year 3 months 2 years 9 3 years 6 months months Users 200.000 6 140 1.000 1.148 98 Items 1.857.912 163 96.000 11.000 12.000 1.923 Activities 4.848.725 1.500 23.264 920 461.982 16.353 reads + + - - + - tags - (+) + + + + ratings (+) - + + + + downloads + + - - + + search - + - - + - collaborations - + - - - - tasks/goals - + + - - - sequence - + - - - - competence - + - - + - time - - - - + +
  • 7.
  • 10.
  • 11. TalkExplorer - Conference Navigator Participate in a short user study: • bookmark papers that are relevant with this visualization • you can win an iPod Nano! http://bit.ly/cn3talkexplorer
  • 12. RecSysTEL - Best paper award 2012 Paper A: Cristian Cechinel et al. (2012) Populating Learning Object Repositories with Hidden Internal Quality Information Paper B: Pythagoras Karampiperis et al. (2012) Sentiment Analysis: A tool for Rating Attribution to Content in Recommender Systems
  • 13. Algorithms Paper A: Cristian AVG: 2.6 Paper B: Pythagoras AVG: 3
  • 14. Algorithms Paper A: Cristian AVG: 3.3 Paper B: Pythagoras AVG: 2.9
  • 15. Algorithms Paper A: Cristian AVG: 3 Paper B: Pythagoras AVG: 3.7
  • 16. Application Paper A: Cristian AVG: 3.3 Paper B: Pythagoras AVG: 3.3
  • 17. Application Paper A: Cristian AVG: 3 Paper B: Pythagoras AVG: 3.7
  • 18. Application Paper A: Cristian AVG: 2.7 Paper B: Pythagoras AVG: 2.7
  • 19. Application Paper A: Cristian AVG: 3.5 Paper B: Pythagoras AVG: 3.6
  • 20. Application Paper A: Cristian AVG: 2.6 Paper B: Pythagoras AVG: 3
  • 21. And the best paper goes to: Paper B: Pythagoras Karampiperis et al. (2012) Sentiment Analysis: A tool for Rating Attribution to Content in Recommender Systems

Editor's Notes

  1. How can data sets be shared according to privacy and legal protection rights? How to develop a respective policy to use and share data sets? How to pre-process data sets to make them suitable for other researchers? How to define common evaluation criteria for TEL recommender systems? How to develop overview methods to monitor the performance of TEL recommender systems on data sets?