Naive (Bayes) at Forty: The Independence Assumption in Information Retrieval
ECML '98 Proceedings of the 10th European Conference on Machine Learning
A Graph-Based Approach to Web Services Composition
SAINT '05 Proceedings of the The 2005 Symposium on Applications and the Internet
Ontology Matching
Learning ontologies to improve the quality of automatic web service matching
Proceedings of the 16th international conference on World Wide Web
Computer
Effective Web Service Composition in Diverse and Large-Scale Service Networks
IEEE Transactions on Services Computing
Is There a Market for Web Services?
Service-Oriented Computing - ICSOC 2007 Workshops
A measurement-driven analysis of information propagation in the flickr social network
Proceedings of the 18th international conference on World wide web
Large-Scale Network Decomposition and Mathematical Programming Based Web Service Composition
CEC '09 Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing
Graph Theoretic Topological Analysis of Web Service Networks
World Wide Web
Cost-Effective Semantic Annotation of XML Schemas and Web Service Interfaces
SCC '09 Proceedings of the 2009 IEEE International Conference on Services Computing
Learning domain ontologies for semantic Web service descriptions
Web Semantics: Science, Services and Agents on the World Wide Web
Policy-Driven Service Composition with Information Flow Control
ICWS '10 Proceedings of the 2010 IEEE International Conference on Web Services
Ontology learning for cost-effective large-scale semantic annotation of web service interfaces
EKAW'10 Proceedings of the 17th international conference on Knowledge engineering and management by the masses
Knowledge Discovery in Services (KDS): Aggregating Software Services to Discover Enterprise Mashups
IEEE Transactions on Knowledge and Data Engineering
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
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Information diffusion has been studied between and within biosphere, microblogs, social networks, citation networks and other domains where the network structure is present. These studies have been useful for acquiring intrinsic knowledge for strategic decision making in related areas, such as planning online campaigns in case of microblogs and blogosphere. However, despite of the advances in services science, no study has been published on analyzing information diffusion in Web services networks. This paper presents a model for measuring information diffusion between commodities of annotated Web services' descriptions. First, we exploit our previously developed ontology learning and annotation mechanism to semantically annotate harvested Web services' interface descriptions. Next, Web services networks are constructed by matching semantically annotated and categorized interfaces. Then we apply the proposed information diffusion discovery model to the constructed Web services networks. We evaluate the proposed model on two case studies---information diffusion between Web services of national registries and among commodities of public Web services. The model indicates high potential of the proposed method in understanding interactions between individual service providers and service industries.