Efficient Retrieval of Frequently Asked Questions (FAQs): Amidst Noisy Questions - Softcover

Joshi, Hardik

 
9786209428067: Efficient Retrieval of Frequently Asked Questions (FAQs): Amidst Noisy Questions
Softcover
ISBN 10: 6209428061 ISBN 13: 9786209428067
Verlag: LAP LAMBERT Academic Publishing, 2026

Inhaltsangabe

Many methods and techniques have been developed to retrieve requiredinformation from bulk of documents. In this work we have comparedsome techniques for retrieving best matched FAQs (Frequently AskedQuestions) from FAQ list for given noisy SMS query. Noisy queries alwayscontain multiple noisy stop-words and less informative noisy words. It istrickier to get best correct word for a noisy word. Based on theassumption from which domain (like Railway, Health, Career etc.) a querytends to be, it becomes helpful to get absolutely correct words for all thenoisy words of a query. Probability theory becomes helpful in identifyingdomain of a query. We have applied those two techniques to get betterpossible words for noisy words and we got best results with ourexperiments.

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Über die Autorin bzw. den Autor

Dr. Hardik Joshi works as an Associate Professor at the School of Advanced Computing - Gujarat University and his research interests are in Information Retrieval, Natural Language Processing & Cyber Security.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
6209428061
ISBN 13 
9786209428067
Einband
Taschenbuch
Anzahl der Seiten
100
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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