Commenced in January 2007
Paper Count: 30172
A Framework for Ranking Quality of Information on Weblog
Abstract:The vast amount of information on the World Wide Web is created and published by many different types of providers. Unlike books and journals, most of this information is not subject to editing or peer review by experts. This lack of quality control and the explosion of web sites make the task of finding quality information on the web especially critical. Meanwhile new facilities for producing web pages such as Blogs make this issue more significant because Blogs have simple content management tools enabling nonexperts to build easily updatable web diaries or online journals. On the other hand despite a decade of active research in information quality (IQ) there is no framework for measuring information quality on the Blogs yet. This paper presents a novel experimental framework for ranking quality of information on the Weblog. The results of data analysis revealed seven IQ dimensions for the Weblog. For each dimension, variables and related coefficients were calculated so that presented framework is able to assess IQ of Weblogs automatically.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1077643Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1511
 S.C. Herring, L.A. Scheidt, S. Bonus and E. Wright, Bridging the Gap: A Genre Analysis of Weblogs, Proceedings of the 37th Annual Hawaii International Conference on System Sciences (HICSS'04), IEEE Computer Society 2004, pp. 101-104
 R. Ho Handbook of univariate and multivariate data analysis and interpretation with SPSS. Chapman & Hall/CRC, Boca Raton, 2006.
 M. Jarke and Y. Vassiliou, Data warehouse quality design: A review of the DWQ project, Proceeding of the International Conference on Information Quality (IQ), Cambridge, MA, 1997.
 M. Jazayeri, Some Trends in Web Application Development, Future of Software Engineering (FOSE '07), IEEE, 2007, pp. 199-213.
 M.J. Kargar, A.A. Ramli, H. Ibrahim and S.B. Noor. Assessing Quality of Information on the Web Towards a Comprehensive Framework 14th IEEE International conference on Internet Communication Technology (ICT/MICC), IEEE, Malaysia, May 2007.
 M.J. Kargar, A.R. Ramli, H. Ibrahim and F. Azimzadeh, Formulating Priority of Information Quality Criteria on the Blog, World Applied Sceince Journal, Accepted for World Applied Science Journal (2008).
 P. Katerattanakul and K. Siau, Measuring information quality of web sites: Development of an instrument, Proceedings of the 20th international conference on Information Systems, Charlotte, North Carolina, United States, 1999, pp. 279-285.
 S.a. Knight and J. Burn, Developing a Framework for Assessing Information Quality on the World Wide Web, Informing Science Journal, 8 (2005) 159-172.
 R. Kumar, J. Novak, P. Raghavan and A. Tomkins, On the bursty evolution of blogspace, Proceedings of the 12th international conference on World Wide Web, New York, NY,USA, ACM Press, 2003, pp. 568-576.
 Y.W. Lee, D.M. Strong, B.K. Kahn and R.Y. Wang, AIMQ: a methodology for information quality assessment, Information & Management, 40 (2002) 133-146.
 H.K.N. Leung, Quality metrics for intranet applications, Information & Management, 38 (2001) 137-152.
 O.I. Lindland, G. Sindre and A. S┬ólvberg., Understanding Quality in Conceptual Modeling, IEEE Software, 3 (1994).
 C.D. Manning and H. Schutze, Foundations of Statistical Natural Language Processing, MIT Press, Cambridge, MA (1999).
 G. Mishne and N. Glance. Leave a reply: An analysis of weblog comments In Third annual workshop on the Weblogging ecosystem, Edinburgh, Scotland, 2006.
 D.L. Moody, G. Sindre, T. Brasethvik and A. Solvberg. A (2003), .. Evaluating the Quality of Information Models: Empirical Testing of a Conceptual Model Quality Framework presented at 25th IEEE International Conference on Software Engineering (ICSE'2003), Portland, Oregon, 2003.
 F. Naumann and C. Rolker, Assessment methods for information quality criteria, Proceedings of 5th International Conference on Information Quality, 2000, pp. 148-162.
 I. Ohmukai, K. Numa and H. Takeda. Egocentric Search Method for Authoring Support in Semantic Weblog Workshop on Knowledge Markup and Semantic Annotation (Semannot2003), Held in conjunction with the Second International Conference on Knowledge Capture (KCAP2003), 2003.
 S. Rainville-Pitt and J.-M. D-Amour, Using a CMS to create fully accessible websites Proceedings of the 2007 international crossdisciplinary conference on Web accessibility (W4A), Banff, Canada ACM, 2007, pp. 130-131.
 M. Recker and J. Pitkow, Predicting document access in large multimedia repositories, ACM Transactions on Computer-Human Interaction (TOCHI), 3 (1996) 352-375.
 L. Ricigliano. Criteria for Evaluating Information on the Web, Collins Memorial Library, 2006.
 G. Shanks and B. Corbitt, Understanding data quality: Social and cultural aspects, Proceedings of the 10th Australasian Conference on Information Systems, 1999.
 D. Sifry. The State of the Live Web, 2007.
 B. Stvilia, M. B. Twidale, L. Gasser and L. C. Smith Information quality discussions in Wikipedia, Proceeding of the International Conference on Knowledge Management (ICKM05), 2005, pp. 1--20.
 B. Stvilia, M.B. Twidale, L.C. Smith and L. Gasser, Assessing information quality of a community-based encyclopedia, Proceedings of the International Conference on Information Quality (ICIQ), Cambridge, MA, 2005, pp. 442-454.
 G. Tyburski. Criteria for Quality in Information, 2006.
 R.Y. Wang and D.M. Strong, Beyond accuracy: what data quality means to data consumers, Journal of Management Information Systems, 12 (1996) 5-34.
 Wikipedia. Content Management System, 2008.
 Y. Zhang, H. Zhu and S. Greenwood, Empirical Validation of Website Timeliness Measures, Proceedings of the 29th Annual International Computer Software and Applications Conference (COMPSAC-05), IEEE, 2005, pp. 313-318.
 Y. Zhang, H. Zhu, Q. Huo and S. Greenwood, Measurement of Timeliness of Web-based Information Systems, Proceedings of the 6th World Multi-Conference on Systemic, Cybernetics and Informatics (SCI 2002), 2002.
 X. Zhu and S. Gauch, Incorporating quality metrics in centralized/distributed information retrieval on the World Wide Web, Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval, Athens, Greece, ACM, 2000, pp. 288-295.
 X. Zhu, S. Gauch, L. Gerhard, N. Kral and A. Pretschner, Ontologybased web site mapping for information exploration, Proceedings of the eighth international conference on Information and knowledge management ACM Press, 1999, pp. 188 - 194