Designing a trust evaluation model for open-knowledge communities

The openness of open-knowledge communities ( OKCs) leads to concerns about the knowledge quality and reliability of such communities. This confidence crisis has become a major factor limiting the healthy development of OKCs. Earlier studies on trust evaluation for Wikipedia considered disadvantages such as inadequate influencing factors and separated the treatment of trustworthiness for users and resources. A new trust evaluation model for OKCs-the two-way interactive feedback model-is developed in this study. The model has two core components: resource trustworthiness ( RT) and user trustworthiness ( UT). The model is based on more interaction data, considers the interrelation between RT and UT, and better represents the features of interpersonal trust in reality. Experimental simulation and trial operation for the Learning Cell System, a novel open-knowledge community developed for ubiquitous learning, show that the model accurately evaluates RT and UT in this example OKC environment. [ABSTRACT FROM AUTHOR]

[1]  Zhang Yong P2P E-commerce Model Based on Punishment Mechanism , 2010 .

[2]  Yang Yi-xian Evaluation Model on Service Quality of Information System Based on User's Appraisal , 2010 .

[3]  T. Saaty Relative measurement and its generalization in decision making why pairwise comparisons are central in mathematics for the measurement of intangible factors the analytic hierarchy/network process , 2008 .

[4]  Hsiu-Fen Lin,et al.  An application of fuzzy AHP for evaluating course website quality , 2010, Comput. Educ..

[5]  Hendrik Drachsler,et al.  Personal recommender systems for learners in lifelong learning networks: the requirements, techniques and model , 2008, Int. J. Learn. Technol..

[6]  Stephen Marsh,et al.  Formalising Trust as a Computational Concept , 1994 .

[7]  Krishnendu Chatterjee,et al.  Assigning trust to Wikipedia content , 2008, Int. Sym. Wikis.

[8]  Lori N. K. Leonard,et al.  Trust in consumer-to-consumer electronic commerce , 2008, Inf. Manag..

[9]  Li Cong Cold-start eliminating method of collaborative filtering based on n-sequence access analytic logic , 2012 .

[10]  Zeng Chun-xian Community-based Knowledge of Web2.0 Application Framework , 2011 .

[11]  Jan Maarten Schraagen,et al.  Evaluating WikiTrust: A trust support tool for Wikipedia , 2011, First Monday.

[12]  Wang Ruchuan Dynamic secure trust management model for P2P e-commerce environments , 2011 .

[13]  Stephen S. Yau,et al.  A Flexible Trust Model for Distributed Service Infrastructures , 2008, 2008 11th IEEE International Symposium on Object and Component-Oriented Real-Time Distributed Computing (ISORC).

[14]  Weifeng Zhang,et al.  Research progress of trust evaluation model , 2008, Wuhan University Journal of Natural Sciences.

[15]  Zhong Zheng Trust model in P2P network based on time factor and punitive measures , 2009 .

[16]  Aniket Kittur,et al.  Harnessing the wisdom of crowds in wikipedia: quality through coordination , 2008, CSCW.

[17]  Rajeev Motwani,et al.  The PageRank Citation Ranking : Bringing Order to the Web , 1999, WWW 1999.

[18]  T. Saaty How to Make a Decision: The Analytic Hierarchy Process , 1990 .

[19]  Wu Qing AN ANT COLONY ALGORITHM WITH MUTATION FEATURES , 1999 .

[20]  Stephen Barrett,et al.  Extracting Trust from Domain Analysis: A Case Study on the Wikipedia Project , 2006, ATC.

[21]  Isaac Woungang,et al.  Trust management in ubiquitous computing: A Bayesian approach , 2011, Comput. Commun..

[22]  Talel Abdessalem,et al.  Casting a web of trust over Wikipedia: an interaction-based approach , 2011, WWW.

[23]  Pierre Baldi,et al.  Mining and tracking evolving web user trends from large web server logs , 2010 .

[24]  Zhang Fu-hai Survey of Cold-start Problem in Collaborative Filtering Recommender System , 2012 .

[25]  Roland H. C. Yap,et al.  Wiki credibility enhancement , 2009, Int. Sym. Wikis.

[26]  Huan Liu,et al.  Evaluating the trustworthiness of Wikipedia articles through quality and credibility , 2009, Int. Sym. Wikis.

[27]  Jan Maarten Schraagen,et al.  Trust in wikipedia: how users trust information from an unknown source , 2010, WICOW '10.

[28]  Tian Chun A New Trust Model Based on Recommendation Evidence for P2P Networks , 2008 .

[29]  Deng Gui-shi,et al.  Hybrid Recommendation Algorithm of Item Cold-start in Collaborative Filtering System , 2008 .