Repository logo
 
Publication

Extending pythonQA with knowledge from stackOverflow

2018Conference object Open access
Simple item page
dc.contributor.authorAzevedo, Renato Preigschadt de
dc.contributor.authorHenriques, Pedro Rangel
dc.contributor.authorPereira, Maria João
dc.date.accessioned2018-08-15T11:30:15Z
dc.date.available2018-08-15T11:30:15Z
dc.date.issued2018
dc.description.abstractQuestion and Answering (QA) Systems provide a platform where users can ask questions in natural language to a system and get answers retrieved from a knowledge base. The work proposed in PythonQA create a Question and Answer System for the Python Programming Language. The knowledge is built from the Python Frequent Answered Questions (PyFAQ). In this paper, we extend the PythonQA system by enhancing the Knowledge Base with Question-Answer pairs from the StackExchange Python Question Answering Community Site. Some tests were performed to analyze the impact of a richer Knowledge Base on the PythonQA system, increasing the number of answer candidates.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationAzevedo, Renato Preigschadt de; Henriques, Pedro Rangel; Pereira, Maria João (2018). Extending pythonQA with knowledge from stackOverflow. In Trends and Advances in Information Systems and Technologies. WorldCIST'18. Advances in Intelligent Systems and Computing. Springer, p. 568-575. ISBN 978-3-319-77703-0
dc.identifier.doi10.1007/978-3-319-77703-0_56pt_PT
dc.identifier.isbn978-3-319-77702-3
dc.identifier.urihttp://hdl.handle.net/10198/17944
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherSpringer International Publishingpt_PT
dc.subjectQuestion and answering systemspt_PT
dc.subjectNatural language processingpt_PT
dc.subjectStackexchangept_PT
dc.titleExtending pythonQA with knowledge from stackOverflowpt_PT
dc.typeconference object
dspace.entity.typePublication
oaire.citation.conferencePlaceNaples, Italypt_PT
oaire.citation.endPage575pt_PT
oaire.citation.startPage568pt_PT
oaire.citation.titleTrends and advances in information systems and technologies, WorldCist2018pt_PT
oaire.citation.volume745pt_PT
person.familyNameVaranda Pereira
person.givenNameMaria João
person.identifier.ciencia-idC912-4A49-A3B3
person.identifier.orcid0000-0001-6323-0071
person.identifier.ridG-5999-2011
person.identifier.scopus-author-id13907870300
rcaap.rightsopenAccesspt_PT
rcaap.typeconferenceObjectpt_PT
relation.isAuthorOfPublicationa20ccfa6-4e84-4c25-ab0d-8d6ba196ffc2
relation.isAuthorOfPublication.latestForDiscoverya20ccfa6-4e84-4c25-ab0d-8d6ba196ffc2

Files

Original bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
WorldCIST2018-Renato-Final.pdf
Size:
158.11 KB
Format:
Adobe Portable Document Format
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.75 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

ESTiG - Publicações em Proceedings Indexadas à WoS/Scopus