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Scalable Tag Recommendation for Software Information Sites

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成果类型:
期刊论文、会议论文
作者:
Zhou, Pingyi;Liu, Jin*;Yang, Zijiang*;Zhou, Guangyou
通讯作者:
Liu, Jin;Yang, Zijiang
作者机构:
[Liu, Jin; Zhou, Pingyi] Wuhan Univ, Comp Sch, State Key Lab Software Engn, Wuhan, Peoples R China.
[Yang, Zijiang] Western Michigan Univ, Dept Comp Sci, Kalamazoo, MI 49008 USA.
[Zhou, Guangyou] Cent China Normal Univ, Sch Comp, Wuhan, Peoples R China.
通讯机构:
[Liu, Jin; Yang, Zijiang] W
Wuhan Univ, Comp Sch, State Key Lab Software Engn, Wuhan, Peoples R China.
Western Michigan Univ, Dept Comp Sci, Kalamazoo, MI 49008 USA.
语种:
英文
关键词:
Software Information Site;Tag Recomendation;Software Object;Multi-Classification
期刊:
2017 IEEE 24TH INTERNATIONAL CONFERENCE ON SOFTWARE ANALYSIS, EVOLUTION, AND REENGINEERING (SANER)
年:
2017
页码:
272-282
会议名称:
24th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)
会议时间:
FEB 20-24, 2017
会议地点:
Klagenfurt, AUSTRIA
会议主办单位:
[Zhou, Pingyi;Liu, Jin] Wuhan Univ, Comp Sch, State Key Lab Software Engn, Wuhan, Peoples R China.^[Yang, Zijiang] Western Michigan Univ, Dept Comp Sci, Kalamazoo, MI 49008 USA.^[Zhou, Guangyou] Cent China Normal Univ, Sch Comp, Wuhan, Peoples R China.
会议赞助商:
IEEE, Tech Council Software Egng, IEEE Comp Soc, Alpen Adria Univ Klagenfurt
主编:
Pinzger, M Bavota, G Marcus, A
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-5090-5501-2
基金类别:
National Natural Science Foundation of China (NSFC)National Natural Science Foundation of China (NSFC) [61572374, U163620068, U1135005, 71161015, 61462056, 61472318, 61632015]; Academic Team Building Plan from Wuhan University; National Science Foundation (NSF)National Science Foundation (NSF) [DGE-1522883]
机构署名:
本校为其他机构
院系归属:
计算机学院
摘要:
Software developers can search, share and learn development experience, solutions, bug fixes and open source projects in software information sites such as StackOverflow and Freecode. Many software information sites rely on tags to classify their contents, i.e. software objects, in order to improve the performance and accuracy of various operations on the sites. The quality of tags thus has a significant impact on the usefulness of these sites. High quality tags are expected to be concise and can describe the most important features of the software objects. Unfortunately tagging is inherently ...

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