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Application of TextRank Algorithm for Credibility Assessment

Bartomiej Balcerzak, Wojciech Jaworski, Adam Wierzbicki
2014 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT)  
In this article we examine the use of TextRank algorithm for identifying web content credibility. TextRank has come to be a widely applied method for automated text summarization.  ...  The data collected showed that the TextRank algorithm can be used for recognizing credibility on the level of aggregated statement credibility.  ...  Eight evaluators would rate the informative importance and credibility of each sentence on a 0 to 100 scale (where 0 -not informative/credible, 100 -highly informative/credible).  ... 
doi:10.1109/wi-iat.2014.70 dblp:conf/webi/BalcerzakJW14 fatcat:54qgno7ixjhodmljwy6roglejq

Web Information Credibility: From Web 1.0 to Web 2.0

Jie Zhao, Xiaoyang Lu, Xueya Wang, Zheng Ma
2015 International Journal of u- and e- Service, Science and Technology  
Thus, in this paper we review the current advances in the researches on Web information credibility, including related systems and methods for Web 1.0 information as well as existing studies on microblog  ...  In addition, the development of Web 2.0 makes people more convenient in producing and spreading information on the Web, which even worsens the information credibility problem on the Web.  ...  Acknowledgements This work is supported by the National Science Foundation of China (no. 71273010), the Doctor Start-up Fund of Anhui University, and the Academic Innovative Research Program of Anhui University  ... 
doi:10.14257/ijunesst.2015.8.7.16 fatcat:gsfhrhpkrfhsrcafmxin6qg5a4

Page 162 of Journal of Science Education and Technology Vol. 9, Issue 2 [page]

2000 Journal of Science Education and Technology  
Evaluation of Credibility Because of the variety of sources and purposes of web information, perhaps the key component of critical evaluation on the web is the ability to make judgments about the credibility  ...  What aspects of a scientific resource should students be able to critically evaluate? Content Summarization The first category of critical evaluation is content summarization.  ... 

Information Credibility Analysis of Web Contents

Sadao Kurohashi, Susumu Akamine, Daisuke Kawahara, Yoshikiyo Kato, Tetsuji Nakagawa, Kentaro Inui, Yutaka Kidawara
2008 2008 Second International Symposium on Universal Communication  
However, a crucial problem is that information on the Web is not necessarily credible.  ...  As computers and computer networks become more sophisticated, a vast amount of information and knowledge has been accumulated and circulated on the Web.  ...  This kind of summarized information enables a user to grasp the facts and arguments on the analysis topic found on the Web.  ... 
doi:10.1109/isuc.2008.79 dblp:conf/iucs/KurohashiAKKNIK08 fatcat:nhtvqnot4vgmdaovfnkmtlcjoa

Investigating the Role of Communication for Information Seekers' Trust-Related Evaluations of Health Videos on the Web: Content Analysis, Survey Data, and Experiment

Maria Zimmermann, Regina Jucks
2018 Interactive Journal of Medical Research  
Unexpectedly, information credibility did not depend on vloggers' language style or the video platform (F1,117≤2.40; P≥.06).  ...  In the experiment, participants evaluated information to be more credible when information contained unambiguous rather than ambiguous evidence (F2,116=9.109; P<.001; ηp2=0.14).  ...  The German Research Foundation had no involvement in study design, data collection, analysis and interpretation, and the decision to submit the article for publication.  ... 
doi:10.2196/10282 pmid:30578181 pmcid:PMC6322917 fatcat:miaz4klvcnhyxpjd6ywnxs65ji

Neural Network Architecture for Credibility Assessment of Textual Claims [article]

Nurendra Choudhary, Rajat Singh, Ishita Bindlish, Manish Shrivastava
2020 arXiv   pre-print
Previous work on credibility assessment has focused on factual analysis and linguistic features. The task's main challenge is the distinction between the features of true and false articles.  ...  CREDO consists of different modules for capturing various features responsible for the credibility of an article.  ...  Dataset The following datasets are considered for training and evaluation of CREDO. Snopes Dataset: The dataset used for comparative analysis of the Credibility Scoring Algorithm is Snopes Dataset.  ... 
arXiv:1803.10547v3 fatcat:nhnbzvpam5gsjdq4ert4b4adn4

Providing Web Credibility Assessment Support

Sonal Aggarwal, Herre Van Oostendorp, Y. Raghu Reddy, Bipin Indurkhya
2014 Proceedings of the 2014 European Conference on Cognitive Ergonomics - ECCE '14  
Presence of information from multiple sources on the internet requires evaluating the credibility of the information, before its utilization.  ...  , reputation and review based on users' ratings reflecting personal experience) for assessing the credibility of information and returns a summary indication of the credibility of a website.  ...  As indicated in the introduction, students often experience problems with evaluating information and sites when searching for information on the web [9, 25, 26] .  ... 
doi:10.1145/2637248.2637260 dblp:conf/ecce/AggarwalORI14 fatcat:zc5nbxcixvacdclrwlrr7ftdoi

Evaluation of Web Pages as a Tool in Public Relations

Peter Trkman, Jaka Lindic
2004 Issues in Informing Science and Information Technology  
The newly developed model CUT (Content, Usability, Technology) for evaluation of web pages is presented. The model includes evaluation of web pages from different perspectives.  ...  The importance of web-page credibility is emphasized and different factors that can have influence on it are identified.  ...  Their number depends on the chosen method, pretentiousness of the method, detail of analysis and size of the evaluated web sites.  ... 
doi:10.28945/777 fatcat:2gnk2yyo2rgp5mesja5qcqrw7u

Extraction and Credibility Evaluation of Web-based Competitive Intelligence

Jie Zhao, Peiquan Jin
2011 Journal of Software  
Web has been one of major information sources for enterprises to acquire competitive intelligence.  ...  Aiming at solving these problems, we propose a framework in this paper for the extraction and credibility evaluation of Web competitive intelligence.  ...  ACKNOWLEDGEMENT This work is supported by the Open Projects Program of National Laboratory of Pattern Recognition, the Key Laboratory of Advanced Information Science and Network Technology of Beijing,  ... 
doi:10.4304/jsw.6.8.1513-1520 fatcat:3mqfgxwa5rgdbmsfp2amx5mg7y

Enhancing credibility judgment of web search results

Yusuke Yamamoto, Katsumi Tanaka
2011 Proceedings of the 2011 annual conference on Human factors in computing systems - CHI '11  
In this paper, we propose a system for helping users to judge the credibility of Web search results and to search for credible Web pages.  ...  Towards credibility-oriented Web search, our proposed system provides users with the following three functions: (1) calculation and visualization of several scores of Web search results on the main credibility  ...  "Informatics Education and Research for Knowledge-Circulating Society," the National Institute of Information and Communications Technology, Japan, and Grantsin-Aid for Scientific Research (No. 09J01243  ... 
doi:10.1145/1978942.1979126 dblp:conf/chi/YamamotoT11 fatcat:ard4veaqbrcw7ia4at6cgxjvr4

Participatory Web Users' Information Activities and Credibility Assessment

Soo-Young Rieh
2010 Journal of the Korean Society for Library and Information Science  
The Web 2.0 environment presents new challenges for people because the burden of information evaluation is shifted from professional gatekeepers to individual information consumers.  ...  The paper reports on a survey study investigating people's credibility judgments with respect to online information, focusing on the constructs, heuristics, and interactions involved in people's credibility  ...  In the information science field, most researchers have conceptualized credibility as one of the evaluation criteria used for making judgments about the relevance of information.  ... 
doi:10.4275/kslis.2010.44.4.155 fatcat:bbom7icc2bflzahuvf365kabba

EBizPort: Collecting and analyzing business intelligence information

Byron Marshall, Daniel McDonald, Hsinchun Chen, Wingyan Chung
2004 Journal of the American Society for Information Science and Technology  
information searching on the Web, and that the search interface was important for Web search and browse support.  ...  Results from our evaluation study suggest that the visualization function added value to the search and analysis process, that the generalizable collection-building technique can be useful for domain-specific  ...  using our proposed approach; and (3) to evaluate how the tools (summarizer, categorizer, visualizer, navigation side-bar) of EBizPort are used to help browsing for business information on the Web.  ... 
doi:10.1002/asi.20037 fatcat:tlxkuvymrjfdlgjhfl2lqfczxm

Credibility Evaluation of Web Big Data Information Based on Particle Swarm Optimization

Nannan Zhao
2022 Journal of Web Engineering  
In order to improve the credibility evaluation effectiveness of web big data information, the improved particle swarm optimization is established.  ...  Firstly, framework of web big data is designed to include web big data source, data storage, data processing and data analysis. The global credibility calculation formula of whole web is established.  ...  The credibility analysis of Web big data can be carried out based on intelligent algorithm.  ... 
doi:10.13052/jwe1540-9589.21212 fatcat:ube7ua3nh5hjjhqwdysolu2tii

Research Trends of the Credibility of Information in Social QA
지식검색커뮤니티 정보의 신뢰성에 관한 연구 동향 분석

Soo-Jung Kim
2012 Journal of the Korean Society for information Management  
Answers and Naver Knowledge-iN have become a viable method for information seeking and sharing on the Web.  ...  Therefore, this paper summarizes recent research on credibility related to the social Q&A context, identifies research gaps, and presents a research agenda for future research to advance this newly developing  ...  Third, previous research on Web credibility shows that the design or appearance of a website is a quick and useful cue for credibility evaluation.  ... 
doi:10.3743/kosim.2012.29.2.135 fatcat:tm6bleespnevlibehhpntsnfle

Trusted Service Evaluation for Mobile Edge Users: Challenges and Reviews

Tingting Shao, Xuan Yang, Fan Wang, Chao Yan, Ashish Kr. Luhach, Anirban Chakraborti
2021 Complexity  
With the increasing growth of web services shared in various mobile edge platforms, it becomes necessary to evaluate all the candidates based on their quality of services to reduce the users' service selection  ...  Afterward, we review the current research status of the trusted service evaluation in the mobile edge environment and discuss one of the typical application scenarios based on trusted service evaluation  ...  of web services in the past; thus, it became one of the most credible bases for measuring the true quality of the web service in the mobile edge environment.  ... 
doi:10.1155/2021/2227459 fatcat:6jnjitbwxjbg5ipszmepsacwhm
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