@inproceedings{dbc27dd7dd9d4d9ab6598ce15376a8b2,
title = "Estimation improvement of objective scores of answer statements with consideration of semantic similarity",
abstract = "To eliminate mismatches between the intentions of questioners and respondents of Question and Answer (QA) sites, we have clarified that the impression of the statements could be captured by nine factors, and the factor scores could be estimated from the feature values of the statements. Objective scores of the statements could be estimated fairly good, and that those of subjective statements could be estimated well by taking the natural logarithm of the factor scores with the consideration of cross-validation. This paper tries to perform multiple regression analysis with the consideration of semantic similarity between QA. A statement is represented with an average word vector of the words appearing in the statement. The semantic similarity of two statements is calculated through the cosine of the two average word vectors of the two statements. As a result, there could be a possibility that semantic similarity would be effective in estimating objective scores.",
keywords = "factor score, multiple regression analysis, objective score, Q A site, semantic similarity, word vector",
author = "Yuya Yokoyama and Teruhisa Hochin and Hiroki Nomiya",
note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 19th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2018 ; Conference date: 27-06-2018 Through 29-06-2018",
year = "2018",
month = aug,
day = "20",
doi = "10.1109/SNPD.2018.8441035",
language = "English",
isbn = "9781538658895",
series = "Proceedings - 2018 IEEE/ACIS 19th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2018",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "188--193",
editor = "Hwang, \{Ha Jin\} and Lizhi Cai and Yeom, \{Gun Huck\} and Tokuro Matsuo and Kim, \{Haeng Kon\} and Hyun Yeo and Hong, \{Chung Sun\} and Naoki Fukuta and Takayuki Ito and Huaikou Miao",
booktitle = "Proceedings - 2018 IEEE/ACIS 19th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2018",
address = "United States",
}