Restricted Domain Procedural Question Answering System - Couverture souple

Banerjee, Somnath

 
9783659536496: Restricted Domain Procedural Question Answering System
Couverture souple
ISBN 10 : 3659536490 ISBN 13 : 9783659536496
Editeur : LAP LAMBERT Academic Publishing, 2014

Synopsis

Automated question answering (QA) has been a hot topic of research and development since the earliest AI applications (A.M. Turing,1950). A keyword based monolingual restricted domain procedural question answering (PQA) system for cooking recipe in English has been presented as case study. The architecture of the PQA system has been proposed. Also, eight question classes have been proposed to classify procedural text question types. A focused crawler of depth one has also been developed to automatically gather relevant documents from the web. The relevancy of the collected web documents are verified using domain related word frequency. Procedural text structure is analysed and stored in web server. The users of this QA system submits their natural language question into the system from connected machines, and a swallow parser analyzes and classifies the question according to the proposed eight question classes. The system ranks the available documents by relevance score based on two assumptions. Suitable evaluation metrics are also described for procedural questions.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Automated question answering (QA) has been a hot topic of research and development since the earliest AI applications (A.M. Turing,1950). A keyword based monolingual restricted domain procedural question answering (PQA) system for cooking recipe in English has been presented as case study. The architecture of the PQA system has been proposed. Also, eight question classes have been proposed to classify procedural text question types. A focused crawler of depth one has also been developed to automatically gather relevant documents from the web. The relevancy of the collected web documents are verified using domain related word frequency. Procedural text structure is analysed and stored in web server. The users of this QA system submits their natural language question into the system from connected machines, and a swallow parser analyzes and classifies the question according to the proposed eight question classes. The system ranks the available documents by relevance score based on two assumptions. Suitable evaluation metrics are also described for procedural questions.

Biographie de l'auteur

Somnath Banerjee is pursuing PhD. in Computer Sc. & Engg. He is currently working in Govt. of India funded project CLIA-II and also a Guest Faculty of Jadavpur University, India. His research areas are Question Answering, NER, IR, Plagiarism etc. He is the author of several articles published in reputed international conferences.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2014
Langue
anglais
ISBN 10 
3659536490
ISBN 13 
9783659536496
Reliure
Broché
Nombre de pages
100
Coordonnées du fabricant
non disponible
Personne responsable
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