Fuzzy Set Theory-Based Belief Processing for Natural Language Texts

نویسندگان

  • Ralf Krestel
  • René Witte
  • Sabine Bergler
چکیده

The growing number of publicly available information sources makes it impossible for individuals to keep track of all the various opinions on one topic. The goal of our artificial believer system1 we present in this paper is to extract and analyze opinionated statements from newspaper articles. Beliefs are modeled with a fuzzy-theoretic approach applied after NLP-based information extraction. A fuzzy believer models a human agent, deciding what statements to believe or reject based on different, configurable strategies.

برای دانلود 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

Fuzzy-Semantic Similarity for Automatic Multilingual Plagiarism Detection

A word may have multiple meanings or senses, it could be modeled by considering that words in a sentence have a fuzzy set that contains words with similar meaning, which make detecting plagiarism a hard task especially when dealing with semantic meaning, and even harder for cross language plagiarism detection. Arabic is known by its richness, word’s constructions and meanings diversity, hence c...

متن کامل

Modeling human newspaper readers: The Fuzzy Believer approach

The growing number of publicly available information sources makes it impossible for individuals to keep track of all the various opinions on one topic. The goal of our Fuzzy Believer system presented in this paper is to extract and analyze statements of opinion from newspaper articles. Beliefs are modeled using the fuzzy set theory, applied after Natural Language Processing-based information e...

متن کامل

Kernel Fuzzy C-Means Clustering for Word Sense Disambiguation in

Word sense disambiguation (WSD) in biomedical texts is important. The majority of existing research primarily focuses on supervised learning methods and knowledge-based approaches. Implementing these methods requires significant human-annotated corpus, which is not easily obtained. In this paper, we developed an unsupervised system for WSD in biomedical texts. First, we predefine the number of ...

متن کامل

Uma Ferramenta para Identificar Desvios de Linguagem na Língua Portuguesa (A tool to identify the linguistic deviations in the Portuguese Language)[In Portuguese]

Abstract. The revision of formal texts is a complex task and occurs in several areas. The objective of this work is to create a tool to support the revision of texts and promote studies in automatic correction of descriptive texts. We propose a reviewer for automatic identification of language deviations in formal descriptive texts using natural language processing techniques. A case study...

متن کامل

Application of Fuzzy Decision-Making to Facility Layout Planning

This research proposes a vigorous methodology based on the fuzzy set theory to improve the facility layout process. Using natural language, the fuzzy set theory is an appropriate tool for controlling complex systems such as facility planning. The closeness rating between departments in a plant depends on qualitative and quantitative factors. Some of these factors may have a greater effect on th...

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

برای دانلود 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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2007