Discovery of Service HyperLinks with User Feedbacks for Situational Data Mashup

Chen Liu, Jianwu Wang, Meiling Zhu, Yanbo Han
2015 International Journal of Database Theory and Application  
Discovery of loose data linkages between data services can help on-demand Web data integration in accordance with situation changes. However, we met the uncertainty challenge when discovering such data linkages with current automatic matchers. To handle the uncertainty problem, this paper develops a synthesized matching algorithm to combine the matching results from multiple automatic matchers with user feedbacks. It also proposes a service hyperlink model to encapsulate such data linkages for
more » ... urther reuse. Experiments show our approach can effectively improve the correctness of discovered data linkages. He has published over 40 papers with more than 300 citations. He is associate editor or editorial board member of four international journals, co-chair of three related workshops. He is also program committee member for over 20 conferences/workshops, and reviewer of over ten journals or books. Meiling Zhu, she is a doctoral student at School of Computer Science and Technology in Tianjin University. Her current research interests include data integration, service modeling, service composition, cloud computing and so on. Yanbo Han, he is a Full Professor and the
doi:10.14257/ijdta.2015.8.4.08 fatcat:oumob3gvqbchbb2uve64as2p7e