OWLS-MX: A hybrid Semantic Web service matchmaker for OWL-S services
نویسندگان
چکیده
In this paper, we describe the first hybrid semantic Web service matchmaker for OWL-S services, called OWLSMX. It complements crisp logic-based semantic matching of OWL-S services with token-based syntactic similarity measurements in case the former fails. The results of the experimental evaluation of OWLS-MX provide strong evidence for the claim that logic-based semantic matching of OWL-S services can be significantly improved by incorporating non-logic-based information retrieval techniques. An additional analysis of false positives and false negatives of the hybrid matching filters of OWLS-MX led to an even further improved matchmaker version called OWLS-MX2.
منابع مشابه
OWLS-MX: Hybrid OWL-S Service Matchmaking
We present and evaluate an approach to hybrid semantic Web service matching, called OWLS-MX, that utilizes both logic based reasoning and content based information retrieval techniques for services specified in OWL-S. Results of our comparative measurements of performance and scalability of OWLS-MX variants and selected token-based IR similarity metrics provide experimental evidence that buildi...
متن کاملOWLS-MX3: An Adaptive Hybrid Semantic Service Matchmaker for OWL-S
We present OWLS-MX3, the first adaptive hybrid semantic Web service matchmaker for OWL-S. It learns how to best combine logic-based, text similarity and ontological structure matching for hybrid semantic selection of OWL-S services to given queries. For this purpose, the matchmaker utilizes a SVM-based classifier which is learned over a training set of the test collection OWLS-TC3 off-line. In ...
متن کاملAdaptive signature-based semantic selection of services with OWLS-MX3
We present OWLS-MX3, the first adaptive hybrid semantic service matchmaker for OWL-S services. It learns how to best combine logic-based, text similarity and ontological structure matching for hybrid semantic selection of OWL-S services to given queries. OWLS-MX3 performs structural semantic matching to compensate for certain cases of text matching failures which are caused by the observed char...
متن کاملProvably Secure Execution of Composed Semantic Web Services
In this paper, we present an approach to solve the problem of secure execution of semantic web service composition plans. The integrated components of this approach include our OWL-S service matchmaker, OWLS-MX, the service composition planner, OWLS-XPlan, and the security checker module for formally verifying the compliance of the created composition plan to be executed with given data and ser...
متن کاملA Fast Semantic Web Services Matchmaker for OWL-S Services
Bringing semantics to Web Services description and matching remarkably improves the recall and precision ratios of Service discovery. Though there are many effective semantic based Web Services matchmakers, they have poor time efficiency for consuming time in the semantic reasoning step. To shorten service matching time, this paper presents a fast matchmaker for OWL-S services, called XServices...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- J. Web Sem.
دوره 7 شماره
صفحات -
تاریخ انتشار 2009