Can Readability Enhance Recommendations on Community Question Answering Sites?
نویسندگان
چکیده
We present an initial examination on the impact text complexity has when incorporated into the recommendation process in community question answering sites. We use Read2Vec, a readability assessment tool designed to measure the readability level of short documents, to inform a traditional content-based recommendation strategy. The results highlight the benefits of incorporating readability information in this process.
منابع مشابه
Advanced Community Question Answering Sites with Multimedia Answers
There are many question answer sites are available now a days. Community question answering sites are efficient when compare with the automate question answering sites. The drawback of available community question answering system is that it can only provide textual answer. In this paper, we propose a scheme that enriches the textual answer with multimedia data. Our scheme consists of four comp...
متن کاملA Semi-Supervised Learning Approach to Enhance Health Care Community–Based Question Answering: A Case Study in Alcoholism
BACKGROUND Community-based question answering (CQA) sites play an important role in addressing health information needs. However, a significant number of posted questions remain unanswered. Automatically answering the posted questions can provide a useful source of information for Web-based health communities. OBJECTIVE In this study, we developed an algorithm to automatically answer health-r...
متن کاملUser Name Disambiguation in Community Question Answering
Community question answering sites provide us convenient and interactive platforms for problem solving and knowledge sharing, which are attracting an increasing number of users. Accordingly, it will be very common that different people have the same user name. When a query question is given, some potential answer providers would be recommended to the asker in the form of user name. However, som...
متن کاملMeasuring the readability of automatic speech-to-text transcripts
This paper reports initial results from a novel psycholinguistic study that measures the readability of several types of speech transcripts. We define a four-part figure of merit to measure readability: accuracy of answers to comprehension questions, reaction-time for passage reading, reaction-time for question answering and a subjective rating of passage difficulty. We present results from an ...
متن کاملCommunity-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning
Nowadays the community-based question answering (CQA) sites become the popular Internet-based web service, which have accumulated millions of questions and their posted answers over time. Thus, question answering becomes an essential problem in CQA sites, which ranks the high-quality answers to the given question. Currently, most of the existing works study the problem of question answering bas...
متن کامل