Research on web information retrieval based on vector space model

被引：3

作者：

Bo Ning, Zhang Ji ^{[1
]}

机构：

[1] College of Information Science and Technology, Hainan University, Hainan, Haikou 570228, China

来源：

Journal of Networks | 2013年 / 8卷 / 03期

关键词：

Clustering - Full-text retrievals - Similarity retrieval - Text information retrievals - Vector space models - Web information retrieval - Web service discovery - Web Services discovery;

D O I：

10.4304/jnw.8.3.688-695

中图分类号：

学科分类号：

摘要：

Existing methods and technologies for Web services discovery mainly consist of two models: service matching based on grammar and based on semantics. With keywords service matching method, we introduce text information retrieval technology with vectors and concept lattice theory. Then a web service discovery algorithm using eigenvectors is put forward. It orders the Web services by correlation among the services in Web service subset. The services which have bigger correlation will get anterior places. According to this algorithm a Web service discovery system based on eigenvectors is designed. We give description to key modules of the system. At last the improved algorithm is compared to methods based on full-text retrieval and pure similarity retrieval. The results show it has better performance in accuracy and response. © 2013 ACADEMY PUBLISHER.

引用

页码：688 / 695

共 50 条

[41] Research on Web Cross Language Information Retrieval Based on Domain Ontology
Cheng, Xiaorong
Guo, Haojun
Wang, Yuhui
He, Wei
2008 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL 1, PROCEEDINGS, 2008, : 622 - 626
[42] Research on Unified Retrieval Platform of Biomedical Information Based on Web Service
Mu Xiaoguang
Li Xiaojing
Cheng Wei
PROCEEDINGS OF THE THIRTEENTH INTERNATIONAL SYMPOSIUM - MANAGEMENT SCIENCE & ENGINEERING (2014), 2014, : 79 - 83
[43] Introduction to the special issue on web-based information retrieval research
Spink, A
Qin, J
INFORMATION PROCESSING & MANAGEMENT, 2000, 36 (02) : 205 - 206
[44] Applying Ontology Based Vector Space Model to Web 2.0
Yuan, Mingwei
Jiang, Ping
Xiao, Hui
Zhu, Jin
FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 5, PROCEEDINGS, 2008, : 458 - 462
[45] Chinese Web Page Classification Based on Vector Space Model
Wei, Li
Zhang, Ling
Li, Huamei
Chen, Xiaozhou
ADVANCES IN MECHATRONICS, AUTOMATION AND APPLIED INFORMATION TECHNOLOGIES, PTS 1 AND 2, 2014, 846-847 : 1801 - 1804
[46] Research on Domain Ontology Based Information Retrieval Model
Guo Chengxia
Huang Dongmei
2009 INTERNATIONAL SYMPOSIUM ON INTELLIGENT UBIQUITOUS COMPUTING AND EDUCATION, 2009, : 541 - 543
[47] Lower dimensional representation of text data in vector space based information retrieval
Park, H
Jeon, M
Rosen, JB
COMPUTATIONAL INFORMATION RETRIEVAL, 2001, : 3 - 23
[48] Statistical phrases for vector-space information retrieval
Turpin, A
Moffat, A
SIGIR'99: PROCEEDINGS OF 22ND INTERNATIONAL CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, 1999, : 309 - 310
[49] Nonstructured Information Retrieval Based on Tolerant Granular Space Model
Shi, Zhongzhi
2008 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING, VOLS 1 AND 2, 2008, : 17 - 17
[50] An Extended Vector Space Model for Content-Based Image Retrieval
Berber, Tolga
Alpkocak, Adil
MULTILINGUAL INFORMATION ACCESS EVALUATION II: MULTIMEDIA EXPERIMENTS, PT II, 2010, 6242 : 219 - 222

← 1 2 3 4 5 →