| Presentation | 2022-12-03 Estimating Marital Satisfaction from Brainwave Similarities Yuichi Ishikawa, Nao Kobayashi, Kae Nakajima, Yasushi Naruse, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Examining psychological compatibility with a partner is an extremely important life task before marriage. For its importance, much work has been done on the relationship between couples' psychological traits (e.g., personality and values; PT) and their marital satisfaction, of which findings are applied to commercial services for match making. However, because PT are determined by questionnaires, in which responses usually contain various biases, they have limited predictive utility for marital satisfaction. Given this, we examined predictive utility of brainwave signals, which are free from such biases and known to be correlated with PT. Recruiting 51 married couples, we measured their brainwave similarities (BS) using EEG devices while they watched movies. Experiment results showed that BS measured with a part of movies had significant predictive utility independent of PT determined by questionnaires. On the other hand, we also observed that BS measured with some movies or scenes did not contribute to prediction, i.e., movies and scenes should be carefully selected for accurate prediction. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Brainwave / EEG / Marital satisfaction / Match making / Mate selection / Personality / Value |
| Paper # | MBE2022-25,NC2022-47 |
| Date of Issue | 2022-11-26 (MBE, NC) |
| Conference Information | |
| Committee | MBE / NC |
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| Conference Date | 2022/12/3(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Osaka Electro-Communication University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | NC, ME, etc. |
| Chair | Junichi Hori(Niigata Univ.) / Hiroshi Yamakawa(Univ of Tokyo) |
| Vice Chair | Hisashi Yoshida(Kinki Univ.) / Hirokazu Tanaka(Tokyo City Univ.) |
| Secretary | Hisashi Yoshida(Setsunan Univ) / Hirokazu Tanaka(Tohoku Inst. of Tech.) |
| Assistant | Emi Yuda(Tohoku Univ) / Miki Kaneko(Osaka Univ.) / Yoshimasa Tawatsuji(Waseda Univ.) / Tomoki Kurikawa(KMU) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Estimating Marital Satisfaction from Brainwave Similarities |
| Sub Title (in English) | |
| Keyword(1) | Brainwave |
| Keyword(2) | EEG |
| Keyword(3) | Marital satisfaction |
| Keyword(4) | Match making |
| Keyword(5) | Mate selection |
| Keyword(6) | Personality |
| Keyword(7) | Value |
| 1st Author's Name | Yuichi Ishikawa |
| 1st Author's Affiliation | KDDI Research, Inc.(KDDI Research) |
| 2nd Author's Name | Nao Kobayashi |
| 2nd Author's Affiliation | KDDI Research, Inc.(KDDI Research) |
| 3rd Author's Name | Kae Nakajima |
| 3rd Author's Affiliation | Center for Information and Neural Network(CiNET) |
| 4th Author's Name | Yasushi Naruse |
| 4th Author's Affiliation | Center for Information and Neural Network(CiNET) |
| Date | 2022-12-03 |
| Paper # | MBE2022-25,NC2022-47 |
| Volume (vol) | vol.122 |
| Number (no) | MBE-291,NC-292 |
| Page | pp.pp.18-23(MBE), pp.18-23(NC), |
| #Pages | 6 |
| Date of Issue | 2022-11-26 (MBE, NC) |