Learning Semantic Definitions of Online Information Sources

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Learning Semantic Definitions of Online Information Sources

The Internet contains a very large number of information sources providing many types of data from weather forecasts to travel deals and financial information. These sources can be accessed via Web-forms, Web Services, RSS feeds and so on. In order to make automated use of these sources, we need to model them semantically, but writing semantic descriptions for Web Services is both tedious and e...

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Learning Semantic Definitions of Information Sources on the Internet

The Internet is full of information sources providing many types of data from weather forecasts to travel deals and financial information. These sources can be accessed via web-forms, Web Services, RSS feeds and so on. In order to make automated use of these sources, we need to model them semantically. Writing semantic descriptions for web services is both tedious and error prone. In this thesi...

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Semantic Labeling of Online Information Sources

Software agents need to combine information from a variety of heterogeneous sources in the course of automating a task, such as planning a trip. In order to be able to use a source, an agent must have a model of it, i.e., understand the semantics of the input and output data it uses, as well as its functionality. Currently, source modeling is done by the user, but as large numbers of sources co...

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Learning Semantic Descriptions of Web Information Sources

The Internet is full of information sources providing various types of data from weather forecasts to travel deals. These sources can be accessed via web-forms, Web Services or RSS feeds. In order to make automated use of these sources, one needs to first model them semantically. Writing semantic descriptions for web sources is both tedious and error prone. In this paper we investigate the prob...

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Online learning of event definitions

Systems for symbolic event recognition infer occurrences of events in time using a set of event definitions in the form of first-order rules. The Event Calculus is a temporal logic that has been used as a basis in event recognition applications, providing among others, direct connections to machine learning, via Inductive Logic Programming (ILP). We present an ILP system for online learning of ...

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ژورنال

عنوان ژورنال: Journal of Artificial Intelligence Research

سال: 2007

ISSN: 1076-9757

DOI: 10.1613/jair.2205