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Mining Unstructured Knowledge Bases for Question & Answers Websites: A Case Study of Stack Overflow - Softcover

Lima, Eduardo

 
9783659914331: Mining Unstructured Knowledge Bases for Question & Answers Websites: A Case Study of Stack Overflow
Softcover
ISBN 10: 3659914339 ISBN 13: 9783659914331
Verlag: LAP LAMBERT Academic Publishing, 2016

Inhaltsangabe

Knowledge retrieval is a long standing problem that faces the challenge of dealing with natural language data. Such data is produced and consumed by humans and therefore is ambiguous and unstructured by nature. Recent studies focused on using unstructured data as sources for answers, with interesting results. We used Stack Overflow public data and searched for answers in external sources. Results showed that this approach is feasible. Furthermore, we explored machine-learned models and were able to improve the baseline results by leveraging the tag information predicted from new questions.

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Über die Autorin bzw. den Autor

Eduardo Lima graduated as B.S. in Computer Engineering by UFRN, RN, Brazil in 2003. Since 2003, had lectured in IT Vocational Schools in Natal, Brazil. In 2013, started to teach in IFRN, RN, Brazil. In 2015, founded the RIT Data Science Group. In 2016, was granted the title of M.S. in Information Sciences by RIT, NY, US.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2016
Sprache
Englisch
ISBN 10 
3659914339
ISBN 13 
9783659914331
Einband
Taschenbuch
Anzahl der Seiten
76
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
SIA OmniScriptum Publishing
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland