poster

Mapping web pages to database records via link paths

Authors:

Tim Weninger,

Fabio Fumarola,

Jiawei Han,

Donato MalerbaAuthors Info & Claims

CIKM '10: Proceedings of the 19th ACM international conference on Information and knowledge management

Pages 1637 - 1640

https://doi.org/10.1145/1871437.1871692

Published: 26 October 2010 Publication History

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Abstract

In this paper we propose a new knowledge management task which aims to map Web pages to their corresponding records in a structured database. For example, the DBLP database contains records for many computer scientists, and most of these persons have public Web pages; if we can map the database record with the appropriate Web page then the new information could be used to further describe the person's database record. To accomplish this goal we employ link paths which contain anchor texts from multiple paths through the Web ending at the Web page in question. We hypothesize that the information from these link paths can be used to generate an accurate Web page to database record mapping. Experiments on two large, real world data sets, DBLP and IMDB for the structured data and computer science faculty members' Web pages and official movie homepages for the Web page data, show that our method does provide an accurate mapping. Finally, we conclude by issuing a call for further research on this promising new task.

References

[1]

S. Brin and L. Page. The anatomy of a large-scale hypertextual web search engine. Computer Networks and ISDN Systems, 30(1--7):107--117, 1998.

Digital Library

Google Scholar

[2]

N. Craswell and D. Hawking. Overview of the trec-2002 web track. In TREC '02: In Proceedings of the eleventh text retrieval conference TREC-2002, pages 86--95. NIST, 2003.

Google Scholar

[3]

N. Craswell, D. Hawking, and S. Robertson. Effective site finding using link anchor information. In SIGIR '01: Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval, pages 250--257, New York, NY, USA, 2001. ACM.

Digital Library

Google Scholar

[4]

O. A. McBryan. Genvl and wwww: tools for taming the web. In WWW1: Proceedings of the 15th international conference on World Wide Web, 1994.

Google Scholar

[5]

W. Xi, E. A. Fox, R. P. Tan, and J. Shu. Machine learning approach for homepage finding task. In SPIRE 2002: Proceedings of the 9th International Symposium on String Processing and Information Retrieval, pages 145--159, London, UK, 2002. Springer-Verlag.

Digital Library

Google Scholar

[6]

Y. Yen. Finding the k shortest loopless paths in a network. Management Science, 17(1):712--716, 1971.

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Cited By

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Weninger TJohnston THan J(2013)The parallel path framework for entity discovery on the webACM Transactions on the Web10.1145/2516633.25166387:3(1-29)Online publication date: 30-Sep-2013
https://dl.acm.org/doi/10.1145/2516633.2516638
Han J(2011)Construction and analysis of web-based computer science information networksProceedings of the 13th international conference on Rough sets, fuzzy sets, data mining and granular computing10.5555/2026782.2026784(1-2)Online publication date: 25-Jun-2011
https://dl.acm.org/doi/10.5555/2026782.2026784
Weninger TDanilevsky MFumarola FHailpern JHan JJohnston TKallumadi SKim HLi ZMcCloskey DSun YTeGrotenhuis NWang CYu XSellis TMiller RKementsietsidis AVelegrakis Y(2011)WINACSProceedings of the 2011 ACM SIGMOD International Conference on Management of data10.1145/1989323.1989469(1255-1258)Online publication date: 12-Jun-2011
https://dl.acm.org/doi/10.1145/1989323.1989469
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Index Terms

Mapping web pages to database records via link paths
1. Information systems
  1. Information retrieval
  2. Information systems applications
    1. Data mining

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Information

Published In

CIKM '10: Proceedings of the 19th ACM international conference on Information and knowledge management

October 2010

2036 pages

ISBN:9781450300995

DOI:10.1145/1871437

General Chair:
Jimmy Huang
York University, Canada
,
Program Chairs:
Nick Koudas
University of Toronto, Canada
,
Gareth Jones
Dublin City University, Ireland
,
Xindong Wu
University of Vermont, USA
,
Kevyn Collins-Thompson
Microsoft Research, USA
,
Aijun An
York University, Canada

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 26 October 2010

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CIKM '10

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CIKM '10: International Conference on Information and Knowledge Management

October 26 - 30, 2010

ON, Toronto, Canada

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Weninger TJohnston THan J(2013)The parallel path framework for entity discovery on the webACM Transactions on the Web10.1145/2516633.25166387:3(1-29)Online publication date: 30-Sep-2013
https://dl.acm.org/doi/10.1145/2516633.2516638
Han J(2011)Construction and analysis of web-based computer science information networksProceedings of the 13th international conference on Rough sets, fuzzy sets, data mining and granular computing10.5555/2026782.2026784(1-2)Online publication date: 25-Jun-2011
https://dl.acm.org/doi/10.5555/2026782.2026784
Weninger TDanilevsky MFumarola FHailpern JHan JJohnston TKallumadi SKim HLi ZMcCloskey DSun YTeGrotenhuis NWang CYu XSellis TMiller RKementsietsidis AVelegrakis Y(2011)WINACSProceedings of the 2011 ACM SIGMOD International Conference on Management of data10.1145/1989323.1989469(1255-1258)Online publication date: 12-Jun-2011
https://dl.acm.org/doi/10.1145/1989323.1989469
Weninger TFumarola FLin CBarber RHan JMalerba DSadagopan SRamamritham KKumar ARavindra MBertino EKumar R(2011)Growing parallel paths for entity-page discoveryProceedings of the 20th international conference companion on World wide web10.1145/1963192.1963266(145-146)Online publication date: 28-Mar-2011
https://dl.acm.org/doi/10.1145/1963192.1963266
Han J(2011)Construction and Analysis of Web-Based Computer Science Information NetworksRough Sets, Fuzzy Sets, Data Mining and Granular Computing10.1007/978-3-642-21881-1_1(1-2)Online publication date: 2011
https://doi.org/10.1007/978-3-642-21881-1_1

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Building enriched web page representations using link paths

A relational database interface to the World-Wide Web

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