Clustering Semantics for Discourse Generation
نویسندگان
چکیده
In earlier work, we have shown how clustering techniques can transform semantic markup into discourse, which style sheets can transform into hypermedia presentations. This paper discusses the different clustering techniques for deriving discourse from semantics. These techniques use properties, relations and numerical properties of information objects and semantic networks. We show how these clustering techniques contribute to generating the hierarchical and sequential components of discourse.
منابع مشابه
A Discourse Analysis of “The Prince and His Companions” in Kelileh and Demneh Based On Semio-Semantics
Despite showing an overtly simple structure, the semantic process in classic literary-narrative discourse conforms to complicated semiotic systems. As a result, semio-semantics is deemed as one of the most scientific, reliable tools since it helps intradiscursive semio-textual propositions be phenomenologically, and even epistemologically, analyzed. Consequently, the narrative discourse in “The...
متن کاملHierarchical Fuzzy Clustering Semantics (HFCS) in Web Document for Discovering Latent Semantics
This paper discusses about the future of the World Wide Web development, called Semantic Web. Undoubtedly, Web service is one of the most important services on the Internet, which has had the greatest impact on the generalization of the Internet in human societies. Internet penetration has been an effective factor in growth of the volume of information on the Web. The massive growth of informat...
متن کاملExploiting Discourse Relations between Sentences for Text Clustering
Over the years, the usage of discourse relations has been proven to enhance many applications such as text summarization, question answering and natural language generation. This paper proposes an approach that expands the benefit of discourse relations for natural language processing from a different aspect. We exploit the discourse relations existing between sentences to generate clusters of ...
متن کاملReversible discourse processing
In this paper we describe a reversible framework for discourse processing, a framework in which contextual constraints can be speci ed independently of the processing algorithm. We take as a starting point Scha and Polanyi's discourse grammar ([Scha/Polanyi 1988]) which is in essence a uni cation based grammar extended with arbitrary relations. Although such a framework can be shown to have man...
متن کاملA Formal Semantics for Generating and Editing Plurals
We present a formal semantics for an objectoriented formalism which allows for the representation of plural objects (such as ‘Three N’, ‘Most of the N’, ‘Some N’,...). The semantics is given in terms of a mapping to a variant of Discourse Representation Theory. It is motivated by its suitability for natural language generation and interactive editing of the representations.
متن کامل