A Learning-Based Framework to Utilize E-Hownet Ontology and Wikipedia Sources to Generate Multiple-Choice Factual Questions

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A Learning-Based Framework to Utilize E-Hownet Ontology and Wikipedia Sources to Generate Multiple-Choice Factual Questions
Authors
Min-Huang Chu
Wen-Yu Chen
Shou-De Lin
Publication date
2012
DOI
10.1109/TAAI.2012.38
Links
Original

A Learning-Based Framework to Utilize E-Hownet Ontology and Wikipedia Sources to Generate Multiple-Choice Factual Questions - scientific work related to Wikipedia quality published in 2012, written by Min-Huang Chu, Wen-Yu Chen and Shou-De Lin.

Overview

This paper proposes a framework that automatically generates multiple-choice questions. Unlike most other similar works that focus on generating questions for English proficiency tests, this paper provides a framework to generate factual questions in Chinese. Authors have decomposed this problem into several sub-tasks: a) the identification of sentences that contain factual knowledge, b) the identification of the query term from each factual sentence, and c) the generation of distractors. Learning-based approaches are applied to address the first two problems. Authors then propose a way to generate distractors by using E-How Net ontology database and Wikipedia sources. The system was evaluated through user study and test theory, and achieved a satisfaction rate of up to 70.6%.

Embed

Wikipedia Quality

Chu, Min-Huang; Chen, Wen-Yu; Lin, Shou-De. (2012). "[[A Learning-Based Framework to Utilize E-Hownet Ontology and Wikipedia Sources to Generate Multiple-Choice Factual Questions]]".DOI: 10.1109/TAAI.2012.38.

English Wikipedia

{{cite journal |last1=Chu |first1=Min-Huang |last2=Chen |first2=Wen-Yu |last3=Lin |first3=Shou-De |title=A Learning-Based Framework to Utilize E-Hownet Ontology and Wikipedia Sources to Generate Multiple-Choice Factual Questions |date=2012 |doi=10.1109/TAAI.2012.38 |url=https://wikipediaquality.com/wiki/A_Learning-Based_Framework_to_Utilize_E-Hownet_Ontology_and_Wikipedia_Sources_to_Generate_Multiple-Choice_Factual_Questions}}

HTML

Chu, Min-Huang; Chen, Wen-Yu; Lin, Shou-De. (2012). &quot;<a href="https://wikipediaquality.com/wiki/A_Learning-Based_Framework_to_Utilize_E-Hownet_Ontology_and_Wikipedia_Sources_to_Generate_Multiple-Choice_Factual_Questions">A Learning-Based Framework to Utilize E-Hownet Ontology and Wikipedia Sources to Generate Multiple-Choice Factual Questions</a>&quot;.DOI: 10.1109/TAAI.2012.38.