SE@M 2010: Automatic Keywords Extraction - a Basis for Content Recommendation

•

1 recomendación•1,340 vistas

Presented at SE@M 2010 - Fourth International Workshop on Search and Exchange of e-le@rning Materials (SE@M’10). 27-28 September 2010, Barcelona, Spain

Tecnología

Automatic Keywords Extraction – A Basis for Content Recommendation Ivana Bosnić Katrien Verbert Erik Duval University of Zagreb, Croatia Katholieke Universiteit Leuven, Belgium

Toda y... ,[object Object],[object Object],[object Object],[object Object],[object Object]

Content authoring ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Use case Content available Broader c ontext Content Reuse Metadata LORs Wikipedia Blogs LMS Course context Author Current content Tools Integration Referencing

Current work… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Ke ywords ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Keyword extractors – a closer look ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Goals ,[object Object],[object Object],[object Object]

Methodology ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Automatically extracted keywords: user grading I Average of keyword relevancy grading, per presentation

Automatically extracted keywords: user grading II Average of keyword relevancy grading, per topic

Automatically extracted keywords: user grading III Average user grading per particular Zemanta rank

User-generated keywords ,[object Object],[object Object],[object Object],[object Object],[object Object]

User-generated keywords Matches between user- and automatically generated keywords

Lessons learned ,[object Object],[object Object],[object Object],[object Object]

Goals ,[object Object],[object Object],[object Object],[object Object]

Methodology ,[object Object],[object Object],[object Object],[object Object]

Evaluation I The relation between user and internat ranking The average of user rankings

Evaluation I - problems ,[object Object],[object Object],[object Object],[object Object]

Evaluation I - changes ,[object Object],[object Object],[object Object]

Evaluation II ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Evaluation II The relation between user and internat ranking The average of user rankings

Lessons learned ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

All in all... ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Some hard questions... ,[object Object],[object Object],[object Object]

Más contenido relacionado

La actualidad más candente

2014 CrossRef Annual Meeting Peer Review Panel: PRE: Securing Trust & Transpa...Crossref

Data Services at the American University of Beirut: Challenges and Opportunit...Dalal Rahme

The future of scholarly communications professionalsNancy Pontika

EDS across the pondKatherine Rose

EDS for JIBSCliveRWright

Yang and Dalal- Digital reference: a survey of its popularity as a reference ...IFLA_InfolitRef

Info Tech Questionsgmayman

Semantic Web Technologies for the Integration of Learning Tools and Context-a...Dragan Gasevic

Tracking Down the Problem: The Development of a Web-Scale Discovery Troublesh...NASIG

Computer Engineering - Intro to the LRC Melanie Parlette-Stewart

Combining content analytics and activity tracking to mine user interests and ...Andrii Vozniuk

Using LRMI: Applying LRMI with Digital ToolsAAP PreK-12 Learning Group

Open Courses and Informal Learning in a Web 2.0 World: A Research AgendaStian Håklev

How discovery impacts of users' experiencesKatherine Rose

What Do We Know About IPL Users?ipl2: Information You Can Trust

testjackiege

OCLS 2010: Tracking the Elusive StudentSara Memmott

In Search of Patterns at the Desksusangar

Why can't students get the resources they need results from a real availabili...NASIG

PhDchat: brief summary of my thesis and thoughts about my PhD journey Ayse Saliha Sunar

La actualidad más candente (20)

2014 CrossRef Annual Meeting Peer Review Panel: PRE: Securing Trust & Transpa...

Data Services at the American University of Beirut: Challenges and Opportunit...

The future of scholarly communications professionals

EDS across the pond

EDS for JIBS

Yang and Dalal- Digital reference: a survey of its popularity as a reference ...

Info Tech Questions

Semantic Web Technologies for the Integration of Learning Tools and Context-a...

Tracking Down the Problem: The Development of a Web-Scale Discovery Troublesh...

Computer Engineering - Intro to the LRC

Combining content analytics and activity tracking to mine user interests and ...

Using LRMI: Applying LRMI with Digital Tools

Open Courses and Informal Learning in a Web 2.0 World: A Research Agenda

How discovery impacts of users' experiences

What Do We Know About IPL Users?

test

OCLS 2010: Tracking the Elusive Student

In Search of Patterns at the Desk

Why can't students get the resources they need results from a real availabili...

PhDchat: brief summary of my thesis and thoughts about my PhD journey

Destacado

Googleappengineintro 110410190620-phpapp01Tony Frame

如何建置關鍵字精靈 How to Build an Keyword Wizard晨揚施

Text Analytics on 2 Million Documents: A Case StudyAlyona Medelyan

KiwiPyCon 2014 - NLP with Python tutorialAlyona Medelyan

Text Classification in Python – using Pandas, scikit-learn, IPython Notebook ...Jimmy Lai

Automatic Document SummarizationFindwise

Introduction to Text MiningMinha Hwang

Summarization using ntc approach based on keyword extraction for discussion f...eSAT Publishing House

Destacado (8)

Googleappengineintro 110410190620-phpapp01

如何建置關鍵字精靈 How to Build an Keyword Wizard

Text Analytics on 2 Million Documents: A Case Study

KiwiPyCon 2014 - NLP with Python tutorial

Text Classification in Python – using Pandas, scikit-learn, IPython Notebook ...

Automatic Document Summarization

Introduction to Text Mining

Summarization using ntc approach based on keyword extraction for discussion f...

Similar a SE@M 2010: Automatic Keywords Extraction - a Basis for Content Recommendation

Profile-based Dataset Recommendation for RDF Data Linking Mohamed BEN ELLEFI

Slawek KoreaSlawek

Student Content Evaluation UC & R April 2009Kaye Towlson

WSDM 2011 - Nicolaas Matthijs and Filip RadlinskiNicolaas Matthijs

OLE Workshop (ULearn06)Derek Wenmoth

LOR Characteristics and ConsiderationsScott Leslie

KMA Webinar: Managed Metadata Services in SharePoint 2010Knowledge Management Associates, LLC

Developing Open Content Like Open Softwarejason.cole

Using Moodle for OpenLearnguest295825

Resource Discovery LandscapeAndy Powell

IWMW 2002: The Value of Metadata and How to Realise ItIWMW

Semantic Information Retrieval Using Ontology in University Domain dannyijwest

The Pragmatic Evaluation of Tool System InteroperabilityCommunitySense

iipShyam Singh

iipuShyam Singh

Semantic Technologies in Learning Environments -Promises and Challenges-Dragan Gasevic

Jtelss presentation Paola Monachesiguestff44453

Dental TutorBot: Exploitation of Dental Textbooks for Automated LearningSergey Sosnovsky

PhD DissertationZoran Jeremic

Similar a SE@M 2010: Automatic Keywords Extraction - a Basis for Content Recommendation (20)

Profile-based Dataset Recommendation for RDF Data Linking

Slawek Korea

Student Content Evaluation UC & R April 2009

WSDM 2011 - Nicolaas Matthijs and Filip Radlinski

OLE Workshop (ULearn06)

LOR Characteristics and Considerations

KMA Webinar: Managed Metadata Services in SharePoint 2010

Developing Open Content Like Open Software

Using Moodle for OpenLearn

Resource Discovery Landscape

IWMW 2002: The Value of Metadata and How to Realise It

Semantic Information Retrieval Using Ontology in University Domain

The Pragmatic Evaluation of Tool System Interoperability

iip

iipu

Semantic Technologies in Learning Environments -Promises and Challenges-

Jtelss presentation Paola Monachesi

Dental TutorBot: Exploitation of Dental Textbooks for Automated Learning

PhD Dissertation

Más de Ivana Bosnic

WeB MoodleMoot 2023: H5P i sitnice koje zivot znaceIvana Bosnic

What is OER and why should I (re)use itIvana Bosnic

Moodle i otvoreni obrazovni sadržaji - idu li "ruku pod ruku"?Ivana Bosnic

WeB MoodleMoot 2020: Od nule do kolegija - može li to jednostavnije?Ivana Bosnic

WeB MoodleMoot 2021: "Na mene ste zaboravili?" - Pristupačnost u sustavu MoodleIvana Bosnic

MoodleMoot Hrvatska 2020: Interaktivna improvizacija uz dodatak JazzQuizIvana Bosnic

WeB MoodleMoot 2019: Moodle na predavanju - kako se riješiti šarenih papirićaIvana Bosnic

Kako i gdje programeri (ne) učeIvana Bosnic

WeB MoodleMoot 2016: Tura po Moodle User TouruIvana Bosnic

Otvorenost u nastavi informatikeIvana Bosnic

IEEE: U očekivanju pingvina - nastava u raspodijeljenom okruženjuIvana Bosnic

MoodleMootHR 2015: "Moodle i ja" - moje mjesto u Moodle zajedniciIvana Bosnic

Eunis 2014: Technology in Real-life Teaching of Distributed Software DevelopmentIvana Bosnic

WeB MoodleMoot 2013: Napredno korištenje testovaIvana Bosnic

WeB MoodleMoot 2013: Save as PDF - može li to drugačije?Ivana Bosnic

MoodleMootHR 2013: Moodle Mobile: prvih 5 minuta (i sljedećih 7 mjeseci)Ivana Bosnic

WeB & Serbia MoodleMoot 2012: Pitanja o pitanjima (u Moodle 2.3)Ivana Bosnic

ICSE 2012 - CGTDSD: Distributed Software Development Course: Students’ and Te...Ivana Bosnic

MoodleMootHR 2012: Moodle 2.3: Kamo idu zadaće?Ivana Bosnic

CSEDU 2012: Source code validation and plagiarism detection: technology-rich ...Ivana Bosnic

Más de Ivana Bosnic (20)

WeB MoodleMoot 2023: H5P i sitnice koje zivot znace

What is OER and why should I (re)use it

Moodle i otvoreni obrazovni sadržaji - idu li "ruku pod ruku"?

WeB MoodleMoot 2020: Od nule do kolegija - može li to jednostavnije?

WeB MoodleMoot 2021: "Na mene ste zaboravili?" - Pristupačnost u sustavu Moodle

MoodleMoot Hrvatska 2020: Interaktivna improvizacija uz dodatak JazzQuiz

WeB MoodleMoot 2019: Moodle na predavanju - kako se riješiti šarenih papirića

Kako i gdje programeri (ne) uče

WeB MoodleMoot 2016: Tura po Moodle User Touru

Otvorenost u nastavi informatike

IEEE: U očekivanju pingvina - nastava u raspodijeljenom okruženju

MoodleMootHR 2015: "Moodle i ja" - moje mjesto u Moodle zajednici

Eunis 2014: Technology in Real-life Teaching of Distributed Software Development

WeB MoodleMoot 2013: Napredno korištenje testova

WeB MoodleMoot 2013: Save as PDF - može li to drugačije?

MoodleMootHR 2013: Moodle Mobile: prvih 5 minuta (i sljedećih 7 mjeseci)

WeB & Serbia MoodleMoot 2012: Pitanja o pitanjima (u Moodle 2.3)

ICSE 2012 - CGTDSD: Distributed Software Development Course: Students’ and Te...

MoodleMootHR 2012: Moodle 2.3: Kamo idu zadaće?

CSEDU 2012: Source code validation and plagiarism detection: technology-rich ...

Último

DevEX - reference for building teams, processes, and platformsSergiu Bodiu

Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi

Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106

Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited

WordPress Websites for Engineers: Elevate Your Brandgvaughan

"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays

Story boards and shot lists for my a level piececharlottematthew16

Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst

Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm

"ML in Production",Oleksandr BaganFwdays

Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Wonjun Hwang

Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson

Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge

SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal

My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar

What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett

New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada

E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxnull - The Open Security Community

Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos

Vector Databases 101 - An introduction to the world of Vector DatabasesZilliz