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- research-articleJune 2022
Analysis of direct citation, co-citation and bibliographic coupling in scientific topic identification
Journal of Information Science (JIPP), Volume 48, Issue 3Pages 349–373https://doi.org/10.1177/0165551520962775In our study, we examine the impact of citation network structures on the ability to discern valuable research topics in Computer Science literature. We use the bibliographic information available in the DBLP database to extract candidate phrases from ...
- posterMay 2018
Can Rough Co-citation Improve the Performance of Co-citation Clustering?
JCDL '18: Proceedings of the 18th ACM/IEEE on Joint Conference on Digital LibrariesPages 329–330https://doi.org/10.1145/3197026.3203908Co-citation clustering is often used for mapping science in the field of bibliometrics. It may be useful to utilize information from parsing the full-text of citing documents to obtain a more precise result of the clustering. Recently, "rough co-...
- articleOctober 2016
The intellectual core of enterprise information systems: a co-citation analysis
Enterprise Information Systems (ENTIS), Volume 10, Issue 8Pages 815–844https://doi.org/10.1080/17517575.2015.1019570Enterprise information systems EISs have evolved in the past 20 years, attracting the attention of international practitioners and scholars. Although literature reviews and analyses have been conducted to examine the multiple dimensions of EISs, no co-...
- research-articleAugust 2016
Knowledge flow of biomedical informatics domain: position-based co-citation analysis approach
ASONAM '16: Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and MiningPages 1119–1126A traditional co-citation analysis may ignore the structure of articles. When reference was cited in different level, such as, chapter level, the contribution will be different. In this study, we define the strength of chapter level, different than the ...
- research-articleJune 2016
Evaluating Link-based Recommendations for Wikipedia
JCDL '16: Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital LibrariesPages 191–200https://doi.org/10.1145/2910896.2910908Literature recommender systems support users in filtering the vast and increasing number of documents in digital libraries and on the Web. For academic literature, research has proven the ability of citation-based document similarity measures, such as ...
- posterJune 2015
Combination Effects of Word-based and Extended Co-citation Search Algorithms
JCDL '15: Proceedings of the 15th ACM/IEEE-CS Joint Conference on Digital LibrariesPages 245–246https://doi.org/10.1145/2756406.2756957In the field of academic document search, citations are often used for measuring implicit relationships between documents. Recently, some studies have attempted to extend co-citation searching. However, these studies mainly focus on comparisons of ...
- ArticleNovember 2013
Visual Analysis on the Research of SNS and Information Security
MINES '13: Proceedings of the 2013 Fifth International Conference on Multimedia Information Networking and SecurityPages 592–595This paper retrieves the source data of SNS and information security from ISI Web of Knowledge database and use the information visualization software Cite Space II as the tool to analyze. The paper maps the co-citation network map to reveal the ...
- ArticleAugust 2013
Visual Analysis on the Research of Big Data
ICISEM '13: Proceedings of the 2013 International Conference on Information System and Engineering ManagementPages 222–225We choose ISI Web of Knowledge as the data source of literatures about big data and use the information visualization software CiteSpace ) as the tool to analyze. The paper maps the co-citation network map to reveal the representative people and ...
- ArticleOctober 2011
Competitive Technical Intelligence Analysis Based on Patents Coupling
KAM '11: Proceedings of the 2011 Fourth International Symposium on Knowledge Acquisition and ModelingPages 36–39https://doi.org/10.1109/KAM.2011.17we have explored the extension of cross mapping techniques to visualizing of collections of patents that cover a technological specialty. We first present a network model of collections of patent records and discuss this model and its application to ...
- articleJune 2010
Co-citations as citation endorsements and co-links as link endorsements
Journal of Information Science (JIPP), Volume 36, Issue 3Pages 383–400https://doi.org/10.1177/0165551510366078Co-citations and co-links have long been used as measures of topical relatedness between documents in various datasets. However, there are some characteristic differences between co-citations in scientific literature and co-links in hypertext due to the ...
- research-articleMarch 2010
Estimating node similarity from co-citation in a spatial graph model
SAC '10: Proceedings of the 2010 ACM Symposium on Applied ComputingPages 1329–1333https://doi.org/10.1145/1774088.1774372Co-citation (number of nodes linking to both of a given pair of nodes) is often used heuristically to judge similarity between nodes in a complex network. We investigate the relation between node similarity and co-citation in the context of the Spatial ...
- ArticleJune 2007
Recommending related papers based on digital library access records
JCDL '07: Proceedings of the 7th ACM/IEEE-CS joint conference on Digital librariesPages 417–418https://doi.org/10.1145/1255175.1255260An important goal for digital libraries is to enable researchers to more easily explore related work. While citation data is often used as an indicator of relatedness, in this paper we demonstrate that digital access records (e.g. http-server logs) can ...
- ArticleAugust 2005
Discovering missing links in Wikipedia
LinkKDD '05: Proceedings of the 3rd international workshop on Link discoveryPages 90–97https://doi.org/10.1145/1134271.1134284In this paper we address the problem of discovering missing hypertext links in Wikipedia. The method we propose consists of two steps: first, we compute a cluster of highly similar pages around a given page, and then we identify candidate links from ...
- articleMarch 2005
Using the patent co-citation approach to establish a new patent classification system
Information Processing and Management: an International Journal (IPRM), Volume 41, Issue 2Pages 313–330https://doi.org/10.1016/j.ipm.2003.11.004The paper proposes a new approach to create a patent classification system to replace the IPC or UPC system for conducting patent analysis and management. The new approach is based on co-citation analysis of bibliometrics. The traditional approach for ...
- research-articleJanuary 2004
Link Analysis: Hubs and Authorities on the World Wide Web
Ranking the tens of thousands of retrieved webpages for a user query on a Web search engine such that the most informative webpages are on the top is a key information retrieval technology. A popular ranking algorithm is the HITS algorithm of Kleinberg. ...
- ArticleNovember 2002
Evaluating contents-link coupled web page clustering for web search results
CIKM '02: Proceedings of the eleventh international conference on Information and knowledge managementPages 499–506https://doi.org/10.1145/584792.584875Clustering is currently one of the most crucial techniques for dealing (e.g. resources locating, information interpreting) with massive amount of heterogeneous information on the web. Unlike clustering in other fields, web page clustering separates ...
- ArticleDecember 2001
Use Link-Based Clustering to Improve Web Search Results
While web search engine could retrieve information on the Web for a specific topic, users have to step a long ordered list in order to locate the needed information, which is often tedious and less efficient. In this paper, we propose a new link-based ...
- articleSeptember 1993
Searching information in legal hypertext systems
Artificial Intelligence and Law (AIAL), Volume 2, Issue 3Pages 205–232https://doi.org/10.1007/BF00871890Hypertext may represent a new paradigm capable of exploring legal sources within which links are established according to pertinent relationships found between statute texts and case law. However, to discover relevant information in such a network, a ...