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Mining a web citation database for document clustering

Y. He, S. C. Hui, A. C. M. Fong
2002 Applied Artificial Intelligence  
Figure 3 shows the mining process for document clustering from the Web Citation Database.  ...  In this paper, we focus on mining (Fayyad, Piatetsky-Shapiro, and Smythe 1996; Mitchell 1999) the Web Citation Database for document clustering to group related papers into clusters.  ... 
doi:10.1080/08839510252906462 fatcat:htjzde7xyzfwrenfk4dxxopctm

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.  ...  The mining process uses agglomerative hierarchical clustering (AHC) as the mining technique for author clustering and multidimensional scaling (MDS) for displaying author cluster maps.  ...  In this paper, we have proposed a mining process for ACA from the Web Citation Database.  ... 
doi:10.1016/s0306-4573(01)00046-2 fatcat:i3cvhhomajajppzaow3s6m4xv4

Intelligent scientific authoring tools: Interactive data mining for constructive uses of citation networks

B. Berendt, B. Krause, S. Kolbe-Nusser
2010 Information Processing & Management  
education -literacy Citation analysis a b s t r a c t Many powerful methods and tools exist for extracting meaning from scientific publications, their texts, and their citation links.  ...  Keywords: [H.2.8] Database management -database applications -data mining [H.3.7] Information storage and retrievaldigital libraries -user issues [H.3.3] Information storage and retrievalinformation search  ...  Acknowledgements We thank Lee Giles and Isaac Councill for providing us with the CiteSeer code and many answers to our questions.  ... 
doi:10.1016/j.ipm.2009.08.002 fatcat:hljimotqfbhl7oehgbx6ntdqqu

A Technical Approach for Suggesting Research Directions in Telecommunications Policy

2014 KSII Transactions on Internet and Information Systems  
It also used for conducting text mining analysis from contents and citations of publications.  ...  The application software is developed for retrieving Thomson Reuters' Web of Knowledge (WoK) data via web services.  ...  The 'GET' method of the web service retrieves words, keywords, term frequencies, and citation information. The CouchDB for our research has the documents database and the references database.  ... 
doi:10.3837/tiis.2014.12.013 fatcat:unuc6fowbnfxlore3nnjcgz4ie

Citation-based retrieval for scholarly publications

Y. He, S.C. Hui, A.C.M. Fong
2003 IEEE Intelligent Systems  
Sort all records in the Web citation database in ascending order of source paper_ID. 2. For each document entry read from the Web citation database, do steps 3 through 6. 3.  ...  Citation databases contain rich information that you can mine to retrieve publications.  ... 
doi:10.1109/mis.2003.1193658 fatcat:4kvforrt7bgj5pjsweceduaafu

Opinion Mining, Sentiment Analysis and Emotion Understanding in Advertising: A Bibliometric Analysis

Pablo Sanchez-Nunez, Manuel J. Cobo, Carlos de las Heras-Pedrosa, Jose Ignacio Pelaez, Enrique Herrera-Viedma
2020 IEEE Access  
The source of information was the Web of Science (WoS) database.  ...  and the minimum number of citations of an author (1). The number of citations of a country equals the total number of citations the documents of the country have received in Web of Science.  ... 
doi:10.1109/access.2020.3009482 fatcat:q2nzd4ilnzhfjbuzugj327ijqa

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.  ...  b) Making co-citations Co-citation is a semantic similarity measure for documents that makes use of citation relationships.  ... 
doi:10.5121/ijdms.2017.9302 fatcat:7p3jwp5r7zdtzfwpcudi5krbt4

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  
CiteSpace is a freely available Java application for analyzing and visualizing emerging trends and citation patterns in scientific literature [1, 2] .  ...  Based on this model, CiteSpace aims to make it easy for users to identify some special classes of papers in terms of landmarks by citation popularity, hotspots by abrupt increases of citations they received  ...  We have analyzed the structure and dynamics of thematic trends, semantic clusters, and citation networks of DKE papers .  ... 
doi:10.1016/j.datak.2008.05.004 fatcat:ximkjt4nrnbynd7gwsla464okm

A New Approach to Automated Summarization based on Fuzzy Clustering and Particle Swarm Optimization

Anshita A., Rahul Kumar, Sugandha Singh
2016 International Journal of Computer Applications  
A typical example of the application of summarization technology such as for example Bing and Document summarization is another.  ...  Automated summarization is the process of decreasing a text document with a computer system to be able to develop a synopsis that retains the main points associated with document this is certainly initial  ...  In this paper, we propose a mining process to extract document cluster knowledge from the Web Citation Database to support the retrieval of Web publications.  ... 
doi:10.5120/ijca2016910972 fatcat:cjagrp2chbg6fab5fhqooqsyhm

Plagiarism Detection over the Web: Review

Mauli Joshi, Kavita Khanna
2013 International Journal of Computer Applications  
There are many examples from acclaimed universities to much publicized personalities those have been accused for plagiarism.  ...  It is piracy of content in the academic conduct and is marked as equivalent to a crime leading to disruption of reputation or much worse suspension.  ...  For this web content mining is used for information retrieval, extracting association patterns, clustering of web documents and classification of Web Pages.  ... 
doi:10.5120/11655-7163 fatcat:ehujvzgcgzho3jcu7d5jorxwm4

Text mining and visualization tools – Impressions of emerging capabilities

YunYun Yang, Lucy Akers, Thomas Klose, Cynthia Barcelon Yang
2008 World Patent Information  
A high-level overview of some key text mining and visualization tools is presented in this paper to provide a comparison of text mining capabilities, perceived strengths, potential limitations, applicable  ...  There is a plethora of text mining and visualization tools available on the market to facilitate the innovative process in uncovering "hidden nuggets" of information about emerging technologies.  ...  and support for this project.  ... 
doi:10.1016/j.wpi.2008.01.007 fatcat:efcolgftbzhr3lxgw7enrqhgfu

Coal Modeling Investigations in International Collaboration in the Light of Bibliometric Analysis of the Problem

Agnieszka Saramak, Daniel Saramak
2022 Energies  
The article concerns an analysis of records registered in Web of Science (WoS) database related to the problem of coal modeling.  ...  The leader in terms of the number of documents remains China, while the highest citation counts were gained by research teams, with the USA as the leader.  ...  Acknowledgments: Authors would like to thank the team of Bibliometric Analysis Group from the Main library of AGH University of Science and Technology for support in data collection.  ... 
doi:10.3390/en15166040 fatcat:cx6x7ksh75hnjcg6wmcbiq76qi

Link mining

Lise Getoor
2003 SIGKDD Explorations  
A key challenge for data mining is tackling the problem of mining richly structured datasets, where the objects are linked in some way.  ...  Recently there has been a surge of interest in this area, fueled largely by interest in web and hypertext mining, but also by interest in mining social networks, security and law enforcement data, bibliographic  ...  [38] also combined a relational learner with a logistic regression model to improve accuracy for document mining.  ... 
doi:10.1145/959242.959253 fatcat:th3ijcstpvdyzbaxq7payz2vle

The landscape of information science

Fidelia Ibekwe-SanJuan, Eric SanJuan
2009 Proceedings of the 2009 joint international conference on Digital libraries - JCDL '09  
Google scholar, for some bibliometric tasks, appear as a possible rival of the more established ISI-Thomson's citation databases for the elaboration of research performance indicators.  ...  This topic was correctly identified as a small and marginal cluster suspended to the citation studies clique via the clusters "citation" and "total citation count" .  ... 
doi:10.1145/1555400.1555483 dblp:conf/jcdl/Ibekwe-SanjuanS09 fatcat:l3bgobcjxrbkdkg3yxtpdyk74i

Research-insight

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.  ...  Recent studies show that such databases can be extended by mining the Web sites information within a dataset; in the computer science domain, the Web can be mined semiautomatically to recover and link  ... 
doi:10.1145/2463676.2463689 dblp:conf/sigmod/TaoYLBCHKSWWW13 fatcat:emvwoxwvurce3mwqs6mmmrgauu
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