Using a Distributional Neighbourhood Graph to Enrich Semantic Frames in the Field of the Environment
نویسندگان
چکیده
This paper presents a semi-automatic method for identifying terms that evoke semantic frames (Fillmore, 1982). The method is tested as a means of identifying lexical units that can be added to existing frames or to new, related frames, using a large corpus on the environment. It is hypothesized that a method based on distributional semantics, which exploits the assumption that words that appear in similar contexts have similar meanings, can help unveil lexical units that evoke the same frame or related frames. The method employs a distributional neighbourhood graph, in which each word is connected to its nearest neighbours according to a distributional semantic model. Results show that most lexical units identified using this method can in fact be assigned to frames related to the field of the environment.
منابع مشابه
Presenting a method for extracting structured domain-dependent information from Farsi Web pages
Extracting structured information about entities from web texts is an important task in web mining, natural language processing, and information extraction. Information extraction is useful in many applications including search engines, question-answering systems, recommender systems, machine translation, etc. An information extraction system aims to identify the entities from the text and extr...
متن کاملGenerating an Indoor space routing graph using semantic-geometric method
The development of indoor Location-Based Services faces various challenges that one of which is the method of generating indoor routing graph. Due to the weaknesses of purely geometric methods for generating indoor routing graphs, a semantic-geometric method is proposed to cover the existing gaps in combining the semantic and geometric methods in this study. The proposed method uses the CityGML...
متن کاملThe Neighbourhood Polynomial of some Nanostructures
The neighbourhood polynomial G , is generating function for the number of faces of each cardinality in the neighbourhood complex of a graph. In other word $N(G,x)=sum_{Uin N(G)} x^{|U|}$, where N(G) is neighbourhood complex of a graph, whose vertices are the vertices of the graph and faces are subsets of vertices that have a common neighbour. In this paper we compute this polynomial for some na...
متن کاملAn Analysis of the Behaviour of Citizens in People-oriented Suburban Spaces By using Pearson Correlation Coefficient; (Case study: the Centre of Sultan Mir Ahmad Neighbourhood, Kashan)
Studies conducted in the field of behaviour show that the necessity of noticing and determining urban space behaviour in field studies as well as surveys on dynamic small spaces is undeniable. Small urban spaces, including people-oriented spaces, involve social interactions. This study aims to consider the effect of small urban spaces on the volume of people’s social interactions and participat...
متن کاملReading and Assessing the City / Neighborhood FabricAs a Text. Case Study: Sar-Tapulah Historical Neighbourhood inSanandaj
From a linguistic point of view, the city can be seen as a text, consisting of different components and structures being related to each other beyond a sentence. Looking at the city from this point of view, what establishes a syntactic relationship and cohesion and coherence of the components of the city as a common language is called the syntax of the city. Linguistic study of the text of the ...
متن کامل