Forums for management information systems scholars
Communications of the ACM
MIS research: journal status assessment and analysis
Information and Management
Communications of the ACM
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
On site: global perceptions of IS journals
Communications of the ACM
Proceedings of the 11th international conference on World Wide Web
Objective quality ranking of computing journals
Communications of the ACM - Service-oriented computing
Assessing the value of IS journals
Communications of the ACM - Interaction design and children
Examining differences across journal rankings
Communications of the ACM - Medical image modeling
Methods for comparing rankings of search engine results
Computer Networks: The International Journal of Computer and Telecommunications Networking - Web dynamics
Learning to rank networked entities
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Particle swarm optimisation with spatial particle extension
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Assessing the value of a journal beyond the impact factor
Journal of the American Society for Information Science and Technology
Bringing PageRank to the citation analysis
Information Processing and Management: an International Journal
VisualRank: Applying PageRank to Large-Scale Image Search
IEEE Transactions on Pattern Analysis and Machine Intelligence
Journal of the American Society for Information Science and Technology
PSO-based single multiplicative neuron model for time series prediction
Expert Systems with Applications: An International Journal
Distinguishing citation quality for journal impact assessment
Communications of the ACM - A Blind Person's Interaction with Technology
PageRank for ranking authors in co-citation networks
Journal of the American Society for Information Science and Technology
Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients
IEEE Transactions on Evolutionary Computation
Handling multiple objectives with particle swarm optimization
IEEE Transactions on Evolutionary Computation
Slash-based relevance propagation model for topic distillation
Journal of Web Engineering
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The journal ranking problem has drawn a great deal of attention from researchers in various fields due to its importance in the evaluation of academic performance. Most previous studies solved the problem with either a subjective approach, based on expert survey metrics, or an objective approach, based on citation-based metrics. Since both have their own advantages and disadvantages, and since they are usually complementary, this work proposes a brand new approach that integrates the two. In this work, we propose the Evolutionary PageRank algorithm, which first uses the PageRank algorithm to evaluate journal prestige and then uses the Multi-Objective Particle Swarm Optimization to balance citation analysis and expert opinion. Experiments evaluating ranking quality were carried out with citation records and experts' surveys to show the effectiveness of the proposed method. The results indicate that the proposed method can improve PageRank journal ranking results.