NDLI: Web article quality ranking based on web community knowledge

Content Provider	Springer Nature Link
Author	Han, Jingyu Chen, Kejia Wang, Jianing
Copyright Year	2014
Abstract	The Web article has been recognized as the most popular data source for its convenience and abundance of information. Yet its data quality is compromised as most of existing quality assessment approaches rely mainly on the syntax or lexicon, rather than the semantics. We propose a Fact-based Quality Assessment (FQA) approach, which captures the data quality based on content semantics by gleaning the Web community knowledge. The FQA can automatically rank the Web data quality in terms of the three most important quality dimensions accuracy, completeness and freshness. Furthermore, the semantic dimensions can well complement existing works based on syntactical or lexical features. Given one source article, the FQA starts with the identification of an alternative context by collecting articles of the same topics. Then, the dimension baselines of accuracy, completeness and freshness are extracted in the alternative context. Finally, the data quality is determined by comparing the semantic corpus of the source article with the established dimension baselines. The performance of our FQA is verified in the experiments.
Ending Page	537
Page Count	29
Starting Page	509
File Format	PDF
ISSN	0010485X
e-ISSN	14365057
Journal	Computing
Issue Number	5
Volume Number	97
Language	English
Publisher	Springer Vienna
Publisher Date	2014-11-26
Publisher Place	Vienna
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Knowledge representation Web article Data quality Fact Information systems (hypertext navigation, interfaces, decision support, etc.) Accuracy Software Engineering Completeness Computer Application in Administrative Data Processing Computer Science Artificial Intelligence (incl. Robotics) Freshness Semantic corpus Information Systems Applications (incl. Internet) Computer Communication Networks
Content Type	Text
Resource Type	Article
Subject	Theoretical Computer Science Computational Theory and Mathematics Computational Mathematics Numerical Analysis Computer Science Applications Software

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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