@inproceedings{oai:ipsj.ixsq.nii.ac.jp:00216815, author = {田中, 勇太 and 尾崎, 知伸 and Yuta, Tanaka and Ozaki, Tomonobu}, book = {行動変容と社会システム vol.08}, month = {Mar}, note = {着回しを考えた最低限の洋服集合をカプセルワードローブ (CW) と呼ぶ.与えられた洋服群からの CW の構築は,組み合わせ最適化問題として定式化でき,これまでに劣モジュラ最適化を通じて,トピッ クモデルに基づく互換性と多様性に関して(近似)最適な値を持つ CW を構築する手法が提案されてい る.本研究では,既存手法における評価関数を拡張し,互換性・多様性に加え,視覚的非類似性と洋服の 偏りをも考慮した CW の構築を目指す., A fashion capsule wardrobe (CW) is a minimum set of clothes that can be worn in different ways. The construction of CWs can be formulated as a combinatorial optimization problem in general, and a sophisticated method has been proposed to construct optimal CWs on compatibility and diversity based on topic modeling and submodular optimization. In this study, in order to improve the quality of CWs, we extend the evaluation function in the existing method by incorporating additional criteria considering visual dissimilarity and balance of use. The effectiveness of the proposed criteria is assessed quantitatively using RichWear Dataset}, publisher = {情報処理学会}, title = {洋服の偏りと視覚的非類似性を考慮した最適カプセルワードローブ構築の拡張}, volume = {2022}, year = {2022} }