PLASMA: A Platform for Schema Matching and Management
نویسندگان
چکیده
This paper introduces an XML Schema management platform that promotes the use of matching techniques to fulfill the requirements of data integration and data exchange. The existing platforms, in the market, deal only with graphical but not automatic matching. Several matching algorithms were suggested, by different researchers, to automate the correspondences discovery between XML Schemas. These algorithms use a wide range of approaches and matching techniques with systematically many parameters and weights to be adjusted manually. In our platform (PLASMA) we suggest a matching algorithm that uses constraints and a combination of structural and description matching. In addition to our innovative matching algorithm, we adopt an automating tuning for the various structural parameters used and propose a Mapping Expression model along with a collection of transformation operators. Hence, PLASMA enables a semantic matching process followed by a visual mapping process to optimize the translation process between exchanged documents or
منابع مشابه
An Improved Semantic Schema Matching Approach
Schema matching is a critical step in many applications, such as data warehouse loading, Online Analytical Process (OLAP), Data mining, semantic web [2] and schema integration. This task is defined for finding the semantic correspondences between elements of two schemas. Recently, schema matching has found considerable interest in both research and practice. In this paper, we present a new impr...
متن کاملTowards a More Scalable Schema Matching: A Novel Approach
With the development and the use of a large variety of DB schemas and ontologies, in many domains (e.g. semantic web, digital libraries, life science, etc), matching techniques are called to overcome the challenge of aligning and reconciling these different interrelated representations. Matching field is becoming a very attractive research topic. In this chapter, the authors are interested in s...
متن کاملSchema Matching for Document Exchange: A Constraint Based Approach
Information systems’ activities are increasingly becoming distributed. Many systems, therefore, need to exchange documents in order to correctly perform a critical activity. Data stores on the originating and receiving systems rarely have identical structures. As a consequence, document exchange commonly requires that the data be transformed from the originating site, to the document exchange f...
متن کاملDesigning a Benchmark for the Assessment of Schema Matching Tools
Over the years, many schema matching approaches have been developed to discover correspondences between schemas. Although this task is crucial in data integration, its evaluation, both in terms of matching quality and time performance, is still manually performed. Indeed, there is no common platform which gathers a collection of schema matching datasets to fulfil this goal. Another problem deal...
متن کاملManagement of XML data by means of schema matching
XML Schema Definition is a recommendation from World Wide Web Consortium that specifies the elements All, News, Get Started, Evaluate, Manage, Problem Solve Consider niche tech XQuery to bring improvements to data integration. Georg Gottlob MASTER THESIS Schema Matching and Automatic Web Data can mean any model, for instance, an XML schema, interface definition, semantic management it became a ...
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:
- IBIS
دوره 5 شماره
صفحات -
تاریخ انتشار 2007