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Mining a Web Citation Database for author co-citation analysis

Yulan He, Siu Cheung Hui
2002 Information Processing & Management  
Web Citation Database is a data warehouse used for storing citation indices of Web publications. In this paper, we propose a mining process to automate the ACA based on the Web Citation Database.  ...  Author co-citation analysis (ACA) has been widely used in bibliometrics as an analytical method in analyzing the intellectual structure of science studies.  ...  Author co-citation mining process Fig. 3 shows the data mining process for ACA. The author co-citation pairs are first created from the Web Citation Database.  ... 
doi:10.1016/s0306-4573(01)00046-2 fatcat:i3cvhhomajajppzaow3s6m4xv4

A Technical Approach for Suggesting Research Directions in Telecommunications Policy

2014 KSII Transactions on Internet and Information Systems  
We used three text mining techniques: the Keyword Extraction Algorithm (KEA) analysis, the co-occurrence analysis, and the citation analysis.  ...  It also used for conducting text mining analysis from contents and citations of publications.  ...  The authors conducted the analysis based on co-citation frequencies with data from ISI Science Citation Index database in Web of Science (WoS).  ... 
doi:10.3837/tiis.2014.12.013 fatcat:unuc6fowbnfxlore3nnjcgz4ie

The thematic and citation landscape of Data and Knowledge Engineering (1985–2007)

Chaomei Chen, Il-Yeol Song, Xiaojun Yuan, Jian Zhang
2008 Data & Knowledge Engineering  
, and pivotal papers that are strategically positioned in co-citation networks.  ...  CiteSpace is a freely available Java application for analyzing and visualizing emerging trends and citation patterns in scientific literature [1, 2] .  ...  We have examined the 24-year history of DKE from multiple perspectives through a wide range of units of analysis and interrelationships across different types of units: Citing authors as contributors to  ... 
doi:10.1016/j.datak.2008.05.004 fatcat:ximkjt4nrnbynd7gwsla464okm

Identifying Emerging Relationship in Healthcare Domain Journals via Citation Network Analysis

Kuo-Chung Chu, Hsin-Ke Lu, Wen-I Liu
2018 Information Technology and Libraries  
This study builds a Web-based citation analysis system consisting of four modules: (1) literature search; (2) statistics; (3) articles analysis; and (4) co-citation analysis.  ...  In addition, we use data mining techniques for co-citation analysis. The results could assist researchers to develop an in-depth understanding of the research domain.  ...  For the remaining authors none were declared. All the authors have made significant contributions to the article and agree with its content. There is no known conflict of interest in this study.  ... 
doi:10.6017/ital.v37i1.9595 fatcat:r2zv6qnvlvfwlbonecwyhvockm


2022 Mersin University journal of maritime faculty  
A total of 110 studies were obtained from the Web of Science database which is one of the leading databases for academic literature.  ...  The authors, their countries, publishers, and citations of these publications were analyzed, as well as text mining method was utilized for keywords and abstract analyses by the VosViewer software.  ...  These authors have an average of 70 citations per publication, with 140 citations for a total of 2 studies. Table 1.  ... 
doi:10.47512/meujmaf.1125549 fatcat:jtimiba7xnbf3fndnsxwiihohi

Interpreting the Semantics of Anomalies Based on Mutual Information in Link Mining

Zakea Il-agure, Belsam Attallah
2017 International Journal of Database Management Systems  
Whilst most link mining approaches focus on predicting link type, link based object classification or object identification, this research focused on using link mining to detect anomalies and discovering  ...  This paper attempts to demonstrate the contribution of mutual information to interpret anomalies using a case study.  ...  For example, an OUT-file that lists the individual authors from each record in the Doc-file would be the basis for a co-author analysis.  ... 
doi:10.5121/ijdms.2017.9302 fatcat:7p3jwp5r7zdtzfwpcudi5krbt4

A citation analysis of the research reports of the Central Mining Institute. Mining and Environment using the Web of Science, Scopus, BazTech, and Google Scholar: A case study

Magdalena Bemke-Switilnik, Aneta Drabek
2015 Journal of Scientometric Research  
This paper presents the analysis of a Polish mining sciences journal (Prace Naukowe GIG.  ...  As a data source for the analysis of citing authors' countries, we chose Scopus and WoS. Therefore, the analysis included only part of the citations.  ...  • Which database is the most representative for the citation analysis of selected technical domestic journals?  ... 
doi:10.4103/2320-0057.174861 fatcat:q2zjlao4pzdxtiydprwkgqgjha

Exploration of Researchers' Social Network for Discovering Communities [chapter]

Ryutaro Ichise, Hideaki Takeda, Kosuke Ueyama
2006 Lecture Notes in Computer Science  
The authors propose a community mining system that helps to find communities of researchers by using bibliography data.  ...  The research community plays a very important role in helping researchers undertake new research topics.  ...  In co-citation analysis [1] , all the papers that are cited in a paper make up a community for a certain research area.  ... 
doi:10.1007/11780496_48 fatcat:bcd2h6oy6re6jczlxbr4gmamge

Worldwide Research Analysis in Web Mining: A Scientometric Study

Muneer Ahmad, M Sadik Batcha, S. Roselin Jahina
2019 Zenodo  
The present study examined 3320 global Web Mining research publications, as indexed in Web of Science database during 2009- 18, with a view to understand their growth rate, prolific authors, highly productivity  ...  Research in web mining tries to address this problem by applying techniques from data mining and machine learning to Web data and documents. The Web Mining is an application of Data Mining.  ...  Conclusion The number of papers published in Web of Science about Web Mining has gradually increased during 2009-2018 and the study has shown that 3320 research documents have been published in Web of  ... 
doi:10.5281/zenodo.4550131 fatcat:mdv6it6zbjae3m4qf3qi5xuypa

Mining citation information from CiteSeer data

Dalibor Fiala
2010 Scientometrics  
The CiteSeer digital library is a useful source of bibliographic information. It allows for retrieving citations, co-authorships, addresses, and affiliations of authors and publications.  ...  In spite of this, it has been relatively rarely used for automated citation analyses. This article describes our findings after extensively mining from the CiteSeer data.  ...  Many thanks go to the anonymous reviewers for their useful hints and comments and to Karel Ježek for his support of this project.  ... 
doi:10.1007/s11192-010-0326-1 fatcat:t2tpecpn65ds3g5lly5cmkwp44

Data Mining and Machine Learning to Promote Smart Cities: A Systematic Review from 2000 to 2018

Jovani Souza, Antonio Francisco, Cassiano Piekarski, Guilherme Prado
2019 Sustainability  
Thirty-nine significant articles were identified for analysis from the Web of Science and Scopus databases, in which we analyzed the DM and ML techniques used, as well as the areas that are most engaged  ...  The Methodi Ordinatio was used to find relevant articles and the VOSviewer software was performed for a network analysis.  ...  The first analysis is presented in Figure 2 , which shows the authors' co-citations network according to the bibliographic portfolio. were performed on authors' co-citations, journal co-citations, and  ... 
doi:10.3390/su11041077 fatcat:4kelzsmpvnd5reu3uioxtgavty

A Bibliometric Analysis and Visualization of Medical Big Data Research

Huchang Liao, Ming Tang, Li Luo, Chunyang Li, Francisco Chiclana, Xiao-Jun Zeng
2018 Sustainability  
We analyze a total of 988 references which were downloaded from the Science Citation Index Expanded and the Social Science Citation Index databases from Web of Science and the time span was defined as  ...  , the co-authorship status and the most influential journals and authors are presented in this paper.  ...  All authors read and approved the final manuscript. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/su10010166 fatcat:lgimhyq3lnc5dgjhygdkkvjhii

Using Web-Mining for Academic Measurement and Scholar Recommendation in Expert Finding System

Chi-Jen Wu, Jen-Ming Chung, Cheng-Yu Lu, Hahn-Ming Lee, Jan-Ming Ho
2011 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology  
In this paper, a prototype of scholars searching and recommendation system based on a web mining approach in expert finding system is proposed.  ...  However, to objectively determine key researcher of a topic relies on several measurements, such as publication, citation, recent academic activities.  ...  A number of statistical analysis methods are proposed for estimating term association based on co-occurrence measures [15] .  ... 
doi:10.1109/wi-iat.2011.137 dblp:conf/webi/WuCLLH11 fatcat:rb3sa3y4fvetvewdfziab3z4da


Fangbo Tao, Lidan Wang, Tim Weninger, Xiao Yu, Kin Hou Lei, George Brova, Xiao Cheng, Jiawei Han, Rucha Kanade, Yizhou Sun, Chi Wang
2013 Proceedings of the 2013 international conference on Management of data - SIGMOD '13  
, and partially available citation data, and construct a Research-Insight system in order to demonstrate the power of database-oriented information network analysis.  ...  A database contains rich, inter-related, multi-typed data and information, forming one or a set of gigantic, interconnected, heterogeneous information networks.  ...  Many studies treat co-author prediction as a link prediction problem in a homogeneous co-author network and prediction is usually made based on the common co-authors for a given pair of authors.  ... 
doi:10.1145/2463676.2463689 dblp:conf/sigmod/TaoYLBCHKSWWW13 fatcat:emvwoxwvurce3mwqs6mmmrgauu

Webometrics benefitting from web mining? An investigation of methods and applications of two research fields

David Gunnarsson Lorentzen
2014 Scientometrics  
A key difference between the fields is that webometrics has focused on exploratory studies, whereas web mining has been dominated by studies focusing on development of methods and algorithms.  ...  Webometrics and web mining are two fields where research is focused on quantitative analyses of the web.  ...  analysis, co-author analysis, and bibliographic and web co-authorship networks of the 64 COLLNET members.  ... 
doi:10.1007/s11192-013-1227-x fatcat:mbly43kni5a4dcqwjdizzpvsaq
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