A semantic similarity measure for conceptual web services classification

Ahmed Abid, Nizar Messai, Mohsen Rouached, Thomas Devogele, Mohamed Abid

نتاج البحث

3 اقتباسات (Scopus)

ملخص

Classifying Web services into functionally similar groups is an efficient way to enhance services discovery, composition, and substitution processes. In order to ensure such efficiency, the classification process should rely on adequate semantic similarity measures. This paper presents a practical approach to measure the similarity of Web services. Both semantic and syntactic descriptions are integrated through specific techniques for computing similarity measures between services. Formal Concept Analysis (FCA) is used then to classify Web services into concept lattices in order to facilitate relevant services identification for composition and/or substitution purposes. The proposed similarity measure is evaluated and compared to some of the best-known existing ones. Results show a significant improvement of precision and recall of relevant services discovery for further composition and substitution tasks.

اللغة الأصليةEnglish
عنوان منشور المضيفProceedings - 2015 IEEE 24th International Conference on Enabling Technologies
العنوان الفرعي لمنشور المضيفInfrastructures for Collaborative Enterprises, WETICE 2015
المحررونSumitra M. Reddy
ناشرInstitute of Electrical and Electronics Engineers Inc.
الصفحات128-133
عدد الصفحات6
رقم المعيار الدولي للكتب (الإلكتروني)9781467376921
المعرِّفات الرقمية للأشياء
حالة النشرPublished - أغسطس 12 2015
الحدث2015 24th IEEE International Conference on Enabling Technologies: Infrastructures for Collaborative Enterprises, WETICE 2015 - Larnaca
المدة: يونيو ١٥ ٢٠١٥يونيو ١٧ ٢٠١٥

سلسلة المنشورات

الاسمProceedings - 2015 IEEE 24th International Conference on Enabling Technologies: Infrastructures for Collaborative Enterprises, WETICE 2015

Other

Other2015 24th IEEE International Conference on Enabling Technologies: Infrastructures for Collaborative Enterprises, WETICE 2015
الدولة/الإقليمCyprus
المدينةLarnaca
المدة٦/١٥/١٥٦/١٧/١٥

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