Automatically attaching semantic metadata to Web Services

نویسندگان

  • Andreas Heß
  • Nicholas Kushmerick
چکیده

Emerging Web standards promise a network of heterogeneous yet interoperable Web Services. Web Services would greatly simplify the development of many kinds of data integration and knowledge management applications. Unfortunately, this vision requires that services provide large amounts of semantic metadata “glue”. As a first step to automatically generating such metadata, we describe how machine learning and clustering techniques can be used to attach attach semantic metadata to Web forms and services.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Semi - Automatically Annotating Semantic Web Services ( Extended

The semantic Web Services vision requires that each service be annotated with semantic metadata. Various metadata languages (such as OWL-S (DAML-S Coalition 2003)) have been proposed to fill this “semantic gap”. However, manually creating such metadata is tedious and error-prone. Software engineers, accustomed to tools that automatically generate WSDL, might not want to invest the required effo...

متن کامل

Learning to Attach Semantic Metadata to Web Services

Emerging Web standards promise a network of heterogeneous yet interoperable Web Services. Web Services would greatly simplify the development of many kinds of data integration and knowledge management applications. Unfortunately, this vision requires that services describe themselves with large amounts of semantic metadata “glue”. We explore a variety of machine learning techniques to semiautom...

متن کامل

Middleware for semantic-based security and safety management of open services

The trend towards ubiquitous public services is driving the deployment of large-scale, heterogeneous, distributed information services. In order to support automated information access and processing, this information is marked up using semantic metadata models represented using ontology languages such as OWL. The use of such a semantic metadata model is twofold: to enable content-based access ...

متن کامل

AHP Techniques for Trust Evaluation in Semantic Web

The increasing reliance on information gathered from the web and other internet technologies raise the issue of trust. Through the development of semantic Web, One major difficulty is that, by its very nature, the semantic web is a large, uncensored system to which anyone may contribute. This raises the question of how much credence to give each resource. Each user knows the trustworthiness of ...

متن کامل

AHP Techniques for Trust Evaluation in Semantic Web

The increasing reliance on information gathered from the web and other internet technologies raise the issue of trust. Through the development of semantic Web, One major difficulty is that, by its very nature, the semantic web is a large, uncensored system to which anyone may contribute. This raises the question of how much credence to give each resource. Each user knows the trustworthiness of ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2003