ISIISI Managing Diversity in Knowledge Representation and Information Retrieval University of Geneva Gilles Falquet, Jacques Guyot, Claire-Lise Mottaz,

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Presentation transcript:

ISIISI Managing Diversity in Knowledge Representation and Information Retrieval University of Geneva Gilles Falquet, Jacques Guyot, Claire-Lise Mottaz, Saïd Radhouani Supported by Geneva International Academic Network WSIS 2005

ISIISI 2 Diversity in knowledge Communication needs: Common referential Common representation  UNL Knowledge base But a common knowledge base cannot and must not be defined centrally by a single institution or group of persons Diversity needs: Different contributors representing  different nationalities  different cultures  different social origins  etc..

ISIISI 3 Diversity World views: dog is a kind of pet (in Europe) dog is a kind of food (in Asia ) Time: slide (1970) (sheet of plastic) slide (2005) (Powerpoint) Use: car (for the driver, for the mechanics) Religion/philosophy/values: pork is a kind of forbidden food (Islam) pork is a kind of food (…) Languages: dog (en), chien (fr), kalb (ar), … table (furniture or information display ?)

ISIISI 4 UNL Plaza for knowledge management Free software platform Collaborative development of UNL knowledge bases on the Web Support for knowledge diversity

ISIISI 5 Operation principles

ISIISI 6 Importing definitions from 2 sources

ISIISI 7 Linguistic diversity Interface Terms

ISIISI 8 Application: Multiligual Information Retrieval No common international language Users can often read and understand documents in several different languages Documents in non-dominant languages are currently hidden to most users  Querying in one language  Finding relevant documents in many languages

ISIISI 9 Technical solution: Conceptual indexing concepts chien --> dog(icl>canine)

ISIISI 10 Conceptual indexing concept id --> documents chair(icl>furniture) dog(icl>canine) dinausor(icl>animal) etc. English documents French documents

ISIISI 11 Conceptual indexing and querying concept id --> documents chair(icl>furniture) dog(icl>canine) dinausor(icl>animal) etc. English documents French documents sedia IT --> concept dictionary Stuhl DE --> concept dictionary

ISIISI 12 Example : Query in arabic (dinosaur egg)

ISIISI 13 Evaluation CLEF campaign documents (Newspaper articles) 8 languages: Fr, En, Du, De, It, Fi, Es, Sw Queries in 10 languages:+ Ru and Ar  Good results compared to languages dependent approaches

ISIISI 14 Last minute (DVD – UNITAR-UNESCO 2004)

ISIISI 15 Other use of conceptual indexing: bitext alignement (Don Quixote En -- Es)

ISIISI 16 Work in progress and next steps Field test of the UNL Plaza Term disambiguation – based on language diversity Collaboration to add new dictionaries

ISIISI 17 Thanks for your attention and Welcome for more demonstration