Cross-Modal Information Retrieval - a Case Study on Chinese Wikipedia
Authors | Yonghui Cong Zengchang Qin Jing Yu Tao Wan |
|---|---|
Publication date | 2012 |
DOI | 10.1007/978-3-642-35527-1_2 |
Links | Original |
Cross-Modal Information Retrieval - a Case Study on Chinese Wikipedia - scientific work related to Wikipedia quality published in 2012, written by Yonghui Cong, Zengchang Qin, Jing Yu and Tao Wan.
Overview
Probability models have been used in cross-modal multimedia information retrieval recently by building conjunctive models bridging the text and image components. Previous studies have shown that cross-modal information retrieval system using the topic correlation model (TCM) outperforms state-of-the-art models in English corpus. In this paper, authors will focus on the Chinese language, which is different from western languages composed by alphabets. Words and characters will be chosen as the basic structural units of Chinese, respectively. Authors also set up a test database, named Ch-Wikipedia, in which documents with paired image and text are extracted from Chinese website of Wikipedia. Authors investigate the problems of retrieving texts (ranked by semantic closeness) given an image query, and vice versa. The capabilities of the TCM model is verified by experiments across the Ch-Wikipedia dataset.
Embed
Wikipedia Quality
Cong, Yonghui; Qin, Zengchang; Yu, Jing; Wan, Tao. (2012). "[[Cross-Modal Information Retrieval - a Case Study on Chinese Wikipedia]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-35527-1_2.
English Wikipedia
{{cite journal |last1=Cong |first1=Yonghui |last2=Qin |first2=Zengchang |last3=Yu |first3=Jing |last4=Wan |first4=Tao |title=Cross-Modal Information Retrieval - a Case Study on Chinese Wikipedia |date=2012 |doi=10.1007/978-3-642-35527-1_2 |url=https://wikipediaquality.com/wiki/Cross-Modal_Information_Retrieval_-_a_Case_Study_on_Chinese_Wikipedia |journal=Springer, Berlin, Heidelberg}}
HTML
Cong, Yonghui; Qin, Zengchang; Yu, Jing; Wan, Tao. (2012). "<a href="https://wikipediaquality.com/wiki/Cross-Modal_Information_Retrieval_-_a_Case_Study_on_Chinese_Wikipedia">Cross-Modal Information Retrieval - a Case Study on Chinese Wikipedia</a>". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-35527-1_2.
