[1] Wen Kunmei, Lu Zhengding, Li Ruixuan, Sun Xiaolin, et al. Design and implementation of semantic search engine Smartch [J]. Journal of Southeast University (English Edition), 2007, 23 (3): 317-321. [doi:10.3969/j.issn.1003-7985.2007.03.001]

Copy

Design and implementation of semantic search engine Smartch()

Share：

Journal of Southeast University (English Edition)[ISSN:1003-7985/CN:32-1325/N]

Volumn:

23

Issue:

2007 3

Page:

317-321

Research Field:

Computer Science and Engineering

Publishing date:

2007-09-30

Info

Title:

Design and implementation of semantic search engine Smartch

Author(s):

Wen Kunmei;  Lu Zhengding;  Li Ruixuan;  Sun Xiaolin

College of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China

Keywords:

semantic search;  search engine;  semantic search engine Smartch;  semantic web;  ontology

PACS:

TP311

DOI:

10.3969/j.issn.1003-7985.2007.03.001

Abstract:

To integrate reasoning and text retrieval, the architecture of a semantic search engine which includes several kinds of queries is proposed, and the semantic search engine Smartch is designed and implemented.Based on a logical reasoning process and a graphic user-defined process, Smartch provides four kinds of search services.They are basic search, concept search, graphic user-defined query and association relationship search.The experimental results show that compared with the traditional search engine, the recall and precision of Smartch are improved.Graphic user-defined queries can accurately locate the information of user needs.Association relationship search can find complicated relationships between concepts.Smartch can perform some intelligent functions based on ontology inference.

References:

[1] Berners-Lee T, Hendler J, Lassila O.The semantic web [J].Scientific American, 2001, 284(5):34-43.
[2] Guha R, McCool R, Miller E.Semantic search [C]//Proc of the 12th International World Wide Web Conference.New York:ACM Press, 2003:700-709.
[3] Guha R, McCool R.TAP:a semantic web test-bed [J].Journal of Web Semantics, 2003, 1(1):81-87.
[4] Guha R, McCool R.The tap knowledge base [EB/OL].(2005-02-02)[2007-04-20].http://tap.stanford.edu.
[5] Guha R, McCool R.Tap:towards a web of data [EB/OL].(2005-02-02)[2007-04-20].http://tap.stanford.edu.
[6] Airio E, Jarvelin K, Saatsi P, et al.CIRI:an ontology-based query interface for text retrieval [C]//Proc of the 11th Finnish Artificial Intelligence Conference. Vantaa, Finland, 2004:73-82.
[7] Heflin J, Hendler J.Searching the web with shoe [C]//Proc of AAAI Workshop on AI for Web Search.San Jose:AAAI Press, 2000:450-455.
[8] Shah U, Finin T, Joshi A, et al.Information retrieval on the semantic web [C]//Proc of the 10th International Conference on Information and Knowledge Management.New York:ACM Press, 2003:461-468.
[9] Mayfield J, Finin Tim.Information retrieval on the semantic web:integrating inference and retrieval [C]//SIGIR, Workshop on the Semantic Web.Toronto, 2004:461-468.
[10] Aleman-Meza Boanerges, Nagarajan Meenakshi, Ramakrishnan Cartic, et al.Semantic analytics on social networks:experiences in addressing the problem of conflict of interest detection [C]//Proc of the 15th International Conference on World Wide Web.Edinburth, Scotland, 2006:407-416.
[11] Popescu Ana-Maria, Etzioni Oren.Extracting product features and opinions from reviews [C]//Proc of the Conference on Human Language Technology and Empirical Methods in Natural Language Processing.Morristown, NJ, USA:Association for Computational Linguistics, 2005:440-448.
[12] Cafarella Michael J, Downey Doug, Soderland Stephen, et al.KnowItAll:fast, scalable information extraction from the web [C]//Proc of the Conference on Human Language Technology and Empirical Methods in Natural Language Processing.Morristown, NJ, USA:Association for Computational Linguistics, 2005:563-570.
[13] Downey D, Etzioni O, Soderland S.A probabilistic model of redundancy in information extraction [C]//Proc of the 19th International Joint Conference on Artificial Intelligence.Edinburth, Scotland, 2005:1034-1041.
[14] Wen Kunmei, Lu Zhengding, Li Ruixuan, et al.A semantic search conceptual model and application in security access control [C]//Proc of the First Asian Semantic Web Conference.Beijing, China, 2006:366-376.

Memo

Memo:

Biographies: Wen Kunmei(1979—), female, graduate;Lu Zhengding(corresponding author), male, professor, zdlu@hust.edu.cn.

Common functions