Mining Domain Knowledge on Service Goals from Textual Service Descriptions

作者: Neng Zhang , Jian Wang , Yutao Ma

DOI: 10.1109/TSC.2017.2693147

关键词:

摘要: With the rapid development of service-oriented computing, a large number software applications have been developed based on services computing framework. It is well known that engineering knowledge-intensive activity, and thus effective management service-related knowledge facilitates development. Although many methodologies proposed for management, little attention has paid to mining (especially domain-specific functionalities) from service resources. To address this issue, we propose an approach mine domain goals (i.e., textual descriptions services. The consists two components: goal extraction linguistic analysis construction merges semantically similar within domain. effectiveness validated by series experiments conducted real-world dataset crawled ProgrammableWeb.

参考文章(30)
Liang Chen, Liukai Hu, Zibin Zheng, Jian Wu, Jianwei Yin, Ying Li, Shuiguang Deng, WTCluster: utilizing tags for web services clustering international conference on service oriented computing. pp. 204- 218 ,(2011) , 10.1007/978-3-642-25535-9_14
Bin Zhao, Guang-Jun Cai, Zhi Jin, Semantic Approach for Service Oriented Requirements Modeling international conference on intelligent information processing. pp. 35- 44 ,(2010) , 10.1007/978-3-642-16327-2_8
Mitch Marcus, Beatrice Santorini, Mary Ann Marcinkiewicz, None, Building a large annotated corpus of English: the penn treebank Computational Linguistics. ,vol. 19, pp. 313- 330 ,(1993) , 10.21236/ADA273556
Jian Wang, Neng Zhang, Cheng Zeng, Zheng Li, Keqing He, Towards Services Discovery Based on Service Goal Extraction and Recommendation 2013 IEEE International Conference on Services Computing. pp. 65- 72 ,(2013) , 10.1109/SCC.2013.16
Marta Sabou, Chris Wroe, Carole Goble, Heiner Stuckenschmidt, Learning domain ontologies for semantic Web service descriptions Journal of Web Semantics. ,vol. 3, pp. 340- 365 ,(2005) , 10.1016/J.WEBSEM.2005.09.008
Ana B. Rios-Alvarado, Ivan Lopez-Arevalo, Victor J. Sosa-Sosa, Learning concept hierarchies from textual resources for ontologies construction Expert Systems With Applications. ,vol. 40, pp. 5907- 5915 ,(2013) , 10.1016/J.ESWA.2013.05.005
Muneera Bano, Didar Zowghi, Naveed Ikram, Mahmood Niazi, What makes service oriented requirements engineering challenging? a qualitative study IET Software. ,vol. 8, pp. 154- 160 ,(2014) , 10.1049/IET-SEN.2013.0131
M. Pantazoglou, A. Tsalgatidou, A Generic Query Model for the Unified Discovery of Heterogeneous Services IEEE Transactions on Services Computing. ,vol. 6, pp. 201- 213 ,(2013) , 10.1109/TSC.2011.47
Erik Casagrande, Selamawit Woldeamlak, Wei Lee Woon, H. H. Zeineldin, Davor Svetinovic, NLP-KAOS for Systems Goal Elicitation: Smart Metering System Case Study IEEE Transactions on Software Engineering. ,vol. 40, pp. 941- 956 ,(2014) , 10.1109/TSE.2014.2339811
Yuchul Jung, Yoonsung Cho, Yoo-Mi Park, Taedong Lee, Automatic Tagging of Functional-Goals for Goal-Driven Semantic Service Discovery 2013 IEEE Seventh International Conference on Semantic Computing. pp. 212- 219 ,(2013) , 10.1109/ICSC.2013.45