Combining Relevance and Genre-Related Rankings: an Exploratory Study
نویسنده
چکیده
In this paper, we examine whether it is possible to effectively incorporate document genre features into document relevance ranking. First, a method for extracting ‘seriousness’ score of a document using canonical discriminant analysis applied to a sample of functional styles is proposed. Second, effects of aggregating genre-related and text relevance ranks are considered. Evaluation of the results shows moderate positive effects.
منابع مشابه
Marrying Relevance and Genre Rankings: an Exploratory Study
In this chapter, we discuss different options for using genre-related information in Web search. We conduct an experiment on merging genre-related and text-relevance rankings using a reference Web collection. A method for automatic extraction of formality score akin to readability score using canonical discriminant analysis applied to a sample of genres with decreasing formality is proposed. Ef...
متن کاملAn exploratory genre analysis of three graduate degree research proposals in applied linguistics
This exploratory study investigated the rhetorical structure of three research proposals written by students who successfully sought entry into MA/PhD programs in applied linguistics at a Singapore university. Despite the abundance of research on published academic texts (such as the research article), not much is known about research proposals written for degree admission purposes, which are i...
متن کاملThe Development and Standardization of an Indian Positive Body Image Scale with an Exploratory Research Design
Background: Body image is an integral component of the self-concept that significantly shapes human functioning and people’s life outcomes. Although negative body image is well-studied, there is little research on positive body image. The study examined the basic characteristics of positive body image intending to standardize a scale for it. Methods: The study used using an exploratory resear...
متن کاملProviding a Model of the Enterprise Market Capabilities with an Emphasis on Organizational Entrepreneurship
The aim of this study was to provide a model of the enterprise market capabilities with an emphasis on organizational innovation and entrepreneurship. This is a mixed (combining qualitative-quantitative) research in terms of methodology. As well as, because this study intends to design the model, it is an exploratory research. An In-depth interview (12 experts) in the qualitative section and a ...
متن کاملLinguistic Profiling of Texts Across Textual Genres and Readability Levels. An Exploratory Study on Italian Fictional Prose
In this paper we present a case study focusing on the literature genre, in particular on Italian fictional prose, aimed at identifying the features characterizing this text type. Identified features were tested in two classification tasks, i.e. by genre and by readability, with promising results. Interestingly, the same multi–level set of linguistic features turned out to reliably capture varia...
متن کامل