An Approach for Measuring Semantic Similarity between Words Using Multiple Information Sources
IEEE Transactions on Knowledge and Data Engineering
The second release of the RASP system
COLING-ACL '06 Proceedings of the COLING/ACL on Interactive presentation sessions
Unifying Human and Software Services in Web-Scale Collaborations
IEEE Internet Computing
A Domain-Specific Language for Web APIs and Services Mashups
ICSOC '07 Proceedings of the 5th international conference on Service-Oriented Computing
A Folksonomy-Based Model of Web Services for Discovery and Automatic Composition
SCC '08 Proceedings of the 2008 IEEE International Conference on Services Computing - Volume 1
Mashup Advisor: A Recommendation Tool for Mashup Development
ICWS '08 Proceedings of the 2008 IEEE International Conference on Web Services
A Faceted Classification Based Approach to Search and Rank Web APIs
ICWS '08 Proceedings of the 2008 IEEE International Conference on Web Services
Innovation in the Programmable Web: Characterizing the Mashup Ecosystem
Service-Oriented Computing --- ICSOC 2008 Workshops
OWLS-MX: A hybrid Semantic Web service matchmaker for OWL-S services
Web Semantics: Science, Services and Agents on the World Wide Web
Automated generation of composite web services based on functional semantics
Web Semantics: Science, Services and Agents on the World Wide Web
Mining user behavior pattern in mashup community
IRI'09 Proceedings of the 10th IEEE international conference on Information Reuse & Integration
Constructing composite web services from natural language requests
Web Semantics: Science, Services and Agents on the World Wide Web
Mining social tags to predict mashup patterns
SMUC '10 Proceedings of the 2nd international workshop on Search and mining user-generated contents
Hybrid techniques for web APIs recommendation
Proceedings of the 1st International Workshop on Linked Web Data Management
Social-Based Web Services Discovery and Composition for Step-by-Step Mashup Completion
ICWS '11 Proceedings of the 2011 IEEE International Conference on Web Services
Improving Web API Discovery by Leveraging Social Information
ICWS '11 Proceedings of the 2011 IEEE International Conference on Web Services
Social Web Mashups Full Completion via Frequent Sequence Mining
SERVICES '11 Proceedings of the 2011 IEEE World Congress on Services
Simplifying mashup component selection with a combined similarity- and social-based technique
Proceedings of the 5th International Workshop on Web APIs and Service Mashups
Efficient, interactive recommendation of mashup composition knowledge
ICSOC'11 Proceedings of the 9th international conference on Service-Oriented Computing
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As Web mashups are becoming one of the salient tools for providing composite services that satisfy users' requests, there have been many endeavors to enhance the process of recommending the most adequate mashup to users. However, previous approaches show numerous pitfalls such as the problem of cold-start, and the lack of utilization of social information as well as functional properties of Web APIs and mashups. All these factors undoubtedly hinder the proliferation of mashup users as locating the most appropriate mashup becomes a cumbersome task. In order to resolve the issues, we propose an efficient method of recommending mashups based on the functional and social features of Web APIs. Specifically, the proposed method utilizes the social and functional relationships among Web APIs to produce and recommend the chains of candidate mashups. Experimental results with a real world data set show a precision of 86.9% and a recall of 75.2% on average, which validates that the proposed method performs more efficiently for various kinds of user requests as compared to a previous work.