Cross-Lingual Blog Analysis based on Multilingual Blog Distillation from Multilingual Wikipedia Entries
نویسندگان
چکیده
The goal of this paper is to cross-lingually analyze multilingual blogs collected with a topic keyword. The framework of collecting multilingual blogs with a topic keyword is designed as the blog distillation (feed search) procedure. Mulitlingual queries for retrieving blog feeds are created fromWikipedia entries. Finally, we cross-lingually and crossculturally compare less well known facts and opinions that are closely related to a given topic. Preliminary evaluation results support the effectiveness of the proposed framework.
منابع مشابه
Visualizing Cross-Lingual/Cross-Cultural Differences in Concerns in Multilingual Blogs
The goal of this paper is to cross-lingually analyze multilingual blogs collected with a topic keyword. The framework of collecting multilingual blogs with a topic keyword is designed as the blog feed retrieval procedure. Multilingual queries for retrieving blog feeds are created from Wikipedia entries. Finally, we present an interface for visualizing crosslingual/cross-cultural differences in ...
متن کاملCross-Lingual Concern Analysis from Multilingual Weblog Articles
Cross-lingual concern analysis system from multilingual Weblog (blog) articles is proposed. To find concerns of people is important in various domains such as business and education. On the other hand, various languages are appearing on the Internet. It is useful for supporting users to find various viewpoints on a topic across languages. The aim of this research is to facilitate users to find ...
متن کاملCross-lingual Wikification Using Multilingual Embeddings
Cross-lingual Wikification is the task of grounding mentions written in non-English documents to entries in the English Wikipedia. This task involves the problem of comparing textual clues across languages, which requires developing a notion of similarity between text snippets across languages. In this paper, we address this problem by jointly training multilingual embeddings for words and Wiki...
متن کاملLanguage-Independent Context Aware Query Translation using Wikipedia
Cross lingual information access (CLIA) systems are required to access the large amounts of multilingual content generated on the world wide web in the form of blogs, news articles and documents. In this paper, we discuss our approach to query formation for CLIA systems where language resources are replaced by Wikipedia. We claim that Wikipedia, with its rich multilingual content and structure,...
متن کاملDocument Categorization using Multilingual Associative Networks based on Wikipedia
Associative networks are a connectionist language model with the ability to categorize large sets of documents. In this research we combine monolingual associative networks based on Wikipedia to create a larger, multilingual associative network, using the cross-lingual connections between Wikipedia articles. We prove that such multilingual associative networks perform better than monolingual as...
متن کامل