{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T07:59:03Z","timestamp":1776931143990,"version":"3.51.2"},"publisher-location":"New York, NY, USA","reference-count":77,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,12,9]]},"DOI":"10.1145\/3743093.3771654","type":"proceedings-article","created":{"date-parts":[[2025,12,6]],"date-time":"2025-12-06T08:06:16Z","timestamp":1765008376000},"page":"1-10","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Co-Designer: A Human-AI Collaborative Framework for Deriving Physical Product Concept Design Opportunities from User-Generated Content(UGC) in Manufacturing"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-1636-2341","authenticated-orcid":false,"given":"Rongcong","family":"Cai","sequence":"first","affiliation":[{"name":"School of Design, Zhaoqing University, Zhaoqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-6016-5900","authenticated-orcid":false,"given":"Mengyao","family":"Guo","sequence":"additional","affiliation":[{"name":"Harbin Institute of Technology, Shenzhen, Shenzhen, China and University of Macau, Macau SAR, Macao"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-9277-4341","authenticated-orcid":false,"given":"Shuo","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Design, Zhaoqing University, Zhaoqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-8178-4286","authenticated-orcid":false,"given":"Runyuan","family":"Li","sequence":"additional","affiliation":[{"name":"Nanjing University of the Arts, Nanjing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-5447-1480","authenticated-orcid":false,"given":"Xinru","family":"Wu","sequence":"additional","affiliation":[{"name":"Guangdong University of Finance and Economics, Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-3902-6300","authenticated-orcid":false,"given":"Jiahui","family":"Li","sequence":"additional","affiliation":[{"name":"School of Design, Zhaoqing University, Zhaoqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,12,6]]},"reference":[{"key":"e_1_3_3_2_2_2","doi-asserted-by":"publisher","unstructured":"2023. FABSA: An aspect-based sentiment analysis dataset of user reviews. Neurocomputing 562 (2023) 126867. 10.1016\/j.neucom.2023.126867","DOI":"10.1016\/j.neucom.2023.126867"},{"key":"e_1_3_3_2_3_2","doi-asserted-by":"crossref","unstructured":"Waqas Ahmad Hikmat\u00a0Ullah Khan Fawaz\u00a0Khaled Alarfaj and Mohammed Alreshoodi. 2025. Aspect-Base Sentiment Analysis: A Comprehensive Review and Open Research Challenges. IEEE Access (2025).","DOI":"10.1109\/ACCESS.2025.3555744"},{"key":"e_1_3_3_2_4_2","doi-asserted-by":"publisher","unstructured":"Shahid Alam and Mohammad\u00a0Faisal Khan. 2024. Enhancing AI-Human Collaborative Decision-Making in Industry 4.0 Management Practices. IEEE Access 12 (2024) 119433\u2013119444. 10.1109\/ACCESS.2024.3449415","DOI":"10.1109\/ACCESS.2024.3449415"},{"key":"e_1_3_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1145\/3635636.3656204"},{"key":"e_1_3_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.1145\/1952222.1952241"},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"publisher","DOI":"10.1145\/3715928.3737481"},{"key":"e_1_3_3_2_8_2","doi-asserted-by":"publisher","unstructured":"Gianni Brauwers and Flavius Frasincar. 2022. A Survey on Aspect-Based Sentiment Classification. ACM Comput. Surv. 55 4 Article 65 (Nov. 2022) 37\u00a0pages. 10.1145\/3503044","DOI":"10.1145\/3503044"},{"key":"e_1_3_3_2_9_2","doi-asserted-by":"publisher","DOI":"10.1145\/3582269.3615596"},{"key":"e_1_3_3_2_10_2","doi-asserted-by":"publisher","unstructured":"Steve Campbell Melanie Greenwood Sarah Prior Toniele Shearer Kerrie Walkem Sarah Young Danielle Bywaters and Kim Walker. 2020. Purposive sampling: complex or simple? Research case examples. Journal of Research in Nursing 25 8 (2020) 652\u2013661. 10.1177\/1744987120927206 arXiv:10.1177\/1744987120927206 PMID: 34394687.","DOI":"10.1177\/1744987120927206"},{"key":"e_1_3_3_2_11_2","doi-asserted-by":"publisher","DOI":"10.1145\/3643834.3661614"},{"key":"e_1_3_3_2_12_2","doi-asserted-by":"publisher","unstructured":"Marianella Chamorro-Koc Vesna Popovic and Michael Emmison. 2009. Human experience and product usability: Principles to assist the design of user\u2013product interactions. Applied Ergonomics 40 4 (2009) 648\u2013656. 10.1016\/j.apergo.2008.05.004","DOI":"10.1016\/j.apergo.2008.05.004"},{"key":"e_1_3_3_2_13_2","doi-asserted-by":"crossref","unstructured":"Liuqing Chen Qianzhi Jing Yixin Tsang Qianyi Wang Lingyun Sun and Jianxi Luo. 2024. DesignFusion: Integrating generative models for conceptual design enrichment. Journal of Mechanical Design 146 11 (2024) 111703.","DOI":"10.1115\/1.4065487"},{"key":"e_1_3_3_2_14_2","doi-asserted-by":"publisher","DOI":"10.1145\/3706598.3713869"},{"key":"e_1_3_3_2_15_2","doi-asserted-by":"publisher","DOI":"10.1145\/3708359.3712162"},{"key":"e_1_3_3_2_16_2","doi-asserted-by":"publisher","DOI":"10.1145\/3563703.3596632"},{"key":"e_1_3_3_2_17_2","doi-asserted-by":"publisher","unstructured":"Peter\u00a0J. Denning. 2025. Artificial Intelligence: Generative AI. Ubiquity 2025 July Article 3 (July 2025) 19\u00a0pages. 10.1145\/3747356","DOI":"10.1145\/3747356"},{"key":"e_1_3_3_2_18_2","doi-asserted-by":"publisher","DOI":"10.5555\/800033.800866"},{"key":"e_1_3_3_2_19_2","doi-asserted-by":"crossref","unstructured":"Dra\u017een Dra\u0161kovi\u0107 and Stefan Milanovi\u0107. 2025. Aspect-based sentiment analysis of user-generated content from a microblogging platform. Journal of Big Data 12 1 (2025) 186.","DOI":"10.1186\/s40537-025-01244-0"},{"key":"e_1_3_3_2_20_2","doi-asserted-by":"publisher","unstructured":"Kelvin Du Frank Xing and Erik Cambria. 2023. Incorporating Multiple Knowledge Sources for Targeted Aspect-based Financial Sentiment Analysis. ACM Trans. Manage. Inf. Syst. 14 3 Article 23 (June 2023) 24\u00a0pages. 10.1145\/3580480","DOI":"10.1145\/3580480"},{"key":"e_1_3_3_2_21_2","doi-asserted-by":"crossref","unstructured":"Oliver Ettrich Sven Stahlmann Henrik Leopold and Christian Barrot. 2024. Automatically identifying customer needs in user-generated content using token classification. Decision Support Systems 178 (2024) 114107.","DOI":"10.1016\/j.dss.2023.114107"},{"key":"e_1_3_3_2_22_2","doi-asserted-by":"publisher","unstructured":"Zhencheng Fan Zheng Yan and Shiping Wen. 2023. Deep Learning and Artificial Intelligence in Sustainability: A Review of SDGs Renewable Energy and Environmental Health. Sustainability 15 18 (2023). 10.3390\/su151813493","DOI":"10.3390\/su151813493"},{"key":"e_1_3_3_2_23_2","doi-asserted-by":"publisher","unstructured":"Hao Fei Tat-Seng Chua Chenliang Li Donghong Ji Meishan Zhang and Yafeng Ren. 2022. On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model Data and Training. ACM Trans. Inf. Syst. 41 2 Article 50 (Dec. 2022) 32\u00a0pages. 10.1145\/3564281","DOI":"10.1145\/3564281"},{"key":"e_1_3_3_2_24_2","doi-asserted-by":"publisher","DOI":"10.1145\/2775292.2775293"},{"key":"e_1_3_3_2_25_2","unstructured":"Fabio\u00a0Antonio Figoli Lucia Rampino Francesca Mattioli et\u00a0al. 2022. AI in design idea development: A workshop on creativity and human-AI collaboration. Proceedings of DRS (2022) 1\u201317."},{"key":"e_1_3_3_2_26_2","doi-asserted-by":"publisher","DOI":"10.1145\/3613905.3650886"},{"key":"e_1_3_3_2_27_2","doi-asserted-by":"publisher","DOI":"10.1145\/3643660.3643949"},{"key":"e_1_3_3_2_28_2","doi-asserted-by":"publisher","DOI":"10.1145\/3596671.3598574"},{"key":"e_1_3_3_2_29_2","doi-asserted-by":"publisher","DOI":"10.1145\/3702163.3702165"},{"key":"e_1_3_3_2_30_2","doi-asserted-by":"publisher","DOI":"10.1145\/3698061.3726910"},{"key":"e_1_3_3_2_31_2","doi-asserted-by":"publisher","DOI":"10.1145\/3514105.3514124"},{"key":"e_1_3_3_2_32_2","doi-asserted-by":"publisher","DOI":"10.1145\/3698061.3726964"},{"key":"e_1_3_3_2_33_2","doi-asserted-by":"crossref","unstructured":"Yi Han and Mohsen Moghaddam. 2025. Design knowledge as attention emphasizer in large language model-based sentiment analysis. Journal of Computing and Information Science in Engineering 25 2 (2025) 021007.","DOI":"10.1115\/1.4067212"},{"key":"e_1_3_3_2_34_2","doi-asserted-by":"publisher","DOI":"10.1145\/3719160.3736633"},{"key":"e_1_3_3_2_35_2","doi-asserted-by":"crossref","unstructured":"Yan\u00a0Cathy Hua Paul Denny J\u00f6rg Wicker and Katerina Taskova. 2024. A systematic review of aspect-based sentiment analysis: domains methods and trends. Artificial Intelligence Review 57 11 (2024) 296.","DOI":"10.1007\/s10462-024-10906-z"},{"key":"e_1_3_3_2_36_2","doi-asserted-by":"publisher","unstructured":"Gaoping Huang and Alexander\u00a0J. Quinn. 2017. BlueSky: Crowd-Powered Uniform Sampling of Idea Spaces(C and C \u201917). Association for Computing Machinery New York NY USA 119\u2013130. 10.1145\/3059454.3059481","DOI":"10.1145\/3059454.3059481"},{"key":"e_1_3_3_2_37_2","doi-asserted-by":"publisher","unstructured":"Mla\u0111an Jovanovi\u0107 Mark Campbell and Mark Campbell. 2025. Self-Directing AI: The Road to Fully Autonomous AI Agents. Computer 58 2 (Feb. 2025) 71\u201377. 10.1109\/MC.2024.3507513","DOI":"10.1109\/MC.2024.3507513"},{"key":"e_1_3_3_2_38_2","doi-asserted-by":"publisher","unstructured":"Waqas Junaid and Zhi Li. 2024. Tackling visual and conceptual complexity of problem-oriented modeling of requirements. Software Quality Journal 32 2 (March 2024) 681\u2013702. 10.1007\/s11219-024-09662-8","DOI":"10.1007\/s11219-024-09662-8"},{"key":"e_1_3_3_2_39_2","doi-asserted-by":"publisher","DOI":"10.1145\/997078.997087"},{"key":"e_1_3_3_2_40_2","series-title":"(DUX \u201905)","first-page":"48\u2013es","volume-title":"Proceedings of the 2005 Conference on Designing for User EXperience","author":"Kankainen Tomi","year":"2005","unstructured":"Tomi Kankainen, Vesa Kantola, Katri Mehto, and Sauli Tiitta. 2005. Interactive drama and user centered product concept design. In Proceedings of the 2005 Conference on Designing for User EXperience (San Francisco, California, USA) (DUX \u201905). AIGA: American Institute of Graphic Arts, New York, NY, USA, 48\u2013es."},{"key":"e_1_3_3_2_41_2","doi-asserted-by":"publisher","DOI":"10.1145\/3708359.3712104"},{"key":"e_1_3_3_2_42_2","doi-asserted-by":"publisher","DOI":"10.1145\/3706598.3714198"},{"key":"e_1_3_3_2_43_2","doi-asserted-by":"publisher","DOI":"10.1145\/3706598.3713778"},{"key":"e_1_3_3_2_44_2","doi-asserted-by":"crossref","unstructured":"Lian Li and JiYon Lee. 2025. The analysis of landscape design and plant selection under deep learning. Scientific Reports 15 1 (2025) 31063.","DOI":"10.1038\/s41598-025-16921-6"},{"key":"e_1_3_3_2_45_2","doi-asserted-by":"publisher","unstructured":"Ning Liu and Bo Shen. 2020. Aspect-based sentiment analysis with gated alternate neural network. Know.-Based Syst. 188 C (Jan. 2020) 14\u00a0pages. 10.1016\/j.knosys.2019.105010","DOI":"10.1016\/j.knosys.2019.105010"},{"key":"e_1_3_3_2_46_2","doi-asserted-by":"publisher","DOI":"10.1145\/3643834.3661583"},{"key":"e_1_3_3_2_47_2","doi-asserted-by":"publisher","unstructured":"Jeffrey\u00a0G. Long and Dorothy\u00a0E. Denning. 1995. Ultra-structure: a design theory for complex systems and processes. Commun. ACM 38 1 (Jan. 1995) 103\u2013120. 10.1145\/204865.204892","DOI":"10.1145\/204865.204892"},{"key":"e_1_3_3_2_48_2","doi-asserted-by":"publisher","DOI":"10.1109\/EIECT64462.2024.10866294"},{"key":"e_1_3_3_2_49_2","doi-asserted-by":"publisher","DOI":"10.1145\/3660829.3660835"},{"key":"e_1_3_3_2_50_2","doi-asserted-by":"publisher","DOI":"10.1145\/3706598.3713233"},{"key":"e_1_3_3_2_51_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICECONF57129.2023.10083812"},{"key":"e_1_3_3_2_52_2","doi-asserted-by":"crossref","unstructured":"Baris Ozyurt and M\u00a0Ali Akcayol. 2021. A new topic modeling based approach for aspect extraction in aspect based sentiment analysis: SS-LDA. Expert Systems with Applications 168 (2021) 114231.","DOI":"10.1016\/j.eswa.2020.114231"},{"key":"e_1_3_3_2_53_2","doi-asserted-by":"crossref","unstructured":"Kyunghoon Park Seyoung Park and Junegak Joung. 2023. Contextual meaning-based approach to fine-grained online product review analysis for product design. IEEE access 12 (2023) 4225\u20134238.","DOI":"10.1109\/ACCESS.2023.3343501"},{"key":"e_1_3_3_2_54_2","doi-asserted-by":"publisher","unstructured":"Vijay\u00a0Janapa Reddi Amir Yazdanbakhsh Timothy Jones and Robert Mullins. 2025. Architecture 2.0: Foundations of Artificial Intelligence Agents for Modern Computer System Design. Computer 58 2 (Feb. 2025) 116\u2013124. 10.1109\/MC.2024.3521641","DOI":"10.1109\/MC.2024.3521641"},{"key":"e_1_3_3_2_55_2","doi-asserted-by":"publisher","DOI":"10.1145\/3706598.3713375"},{"key":"e_1_3_3_2_56_2","doi-asserted-by":"publisher","DOI":"10.1145\/3715336.3735686"},{"key":"e_1_3_3_2_57_2","doi-asserted-by":"publisher","DOI":"10.1145\/1868914.1868968"},{"key":"e_1_3_3_2_58_2","doi-asserted-by":"publisher","unstructured":"Veda\u00a0C. Storey Roman Lukyanenko and Arturo Castellanos. 2023. Conceptual Modeling: Topics Themes and Technology Trends. ACM Comput. Surv. 55 14s (July 2023) 317. 10.1145\/3589338","DOI":"10.1145\/3589338"},{"key":"e_1_3_3_2_59_2","doi-asserted-by":"publisher","DOI":"10.1145\/3706598.3713166"},{"key":"e_1_3_3_2_60_2","doi-asserted-by":"publisher","DOI":"10.1145\/3706598.3713281"},{"key":"e_1_3_3_2_61_2","doi-asserted-by":"crossref","unstructured":"Katja Thoring Sebastian Huettemann and Roland\u00a0M Mueller. 2023. The augmented designer: a research agenda for generative AI-enabled design. Proceedings of the Design Society 3 (2023) 3345\u20133354.","DOI":"10.1017\/pds.2023.335"},{"key":"e_1_3_3_2_62_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-naacl.194"},{"key":"e_1_3_3_2_63_2","unstructured":"Sergiy Tyupa. 2011. A theoretical framework for back-translation as a quality assessment tool. New Voices in Translation Studies 7 1 (2011) 35\u201346."},{"key":"e_1_3_3_2_64_2","doi-asserted-by":"publisher","DOI":"10.1145\/3643834.3661624"},{"key":"e_1_3_3_2_65_2","doi-asserted-by":"publisher","unstructured":"Samangi Wadinambiarachchi Ryan\u00a0M. Kelly Saumya Pareek Qiushi Zhou and Eduardo Velloso. 2024. The Effects of Generative AI on Design Fixation and Divergent Thinking(CHI \u201924). Association for Computing Machinery New York NY USA Article 380 18\u00a0pages. 10.1145\/3613904.3642919","DOI":"10.1145\/3613904.3642919"},{"key":"e_1_3_3_2_66_2","doi-asserted-by":"publisher","DOI":"10.1145\/3563657.3596072"},{"key":"e_1_3_3_2_67_2","doi-asserted-by":"publisher","DOI":"10.1145\/3678610.3678622"},{"key":"e_1_3_3_2_68_2","doi-asserted-by":"publisher","unstructured":"Anqi Wang Jiahua Dong Lik-Hang Lee Jiachuan Shen and Pan Hui. 2024. A Survey on Deep Learning for Design and Generation of Virtual Architecture. ACM Comput. Surv. 57 2 Article 29 (Oct. 2024) 41\u00a0pages. 10.1145\/3688569","DOI":"10.1145\/3688569"},{"key":"e_1_3_3_2_69_2","doi-asserted-by":"publisher","unstructured":"Bingyuan Wang Qifeng Chen and Zeyu Wang. 2025. Diffusion-Based Visual Art Creation: A Survey and New Perspectives. ACM Comput. Surv. 57 10 Article 268 (May 2025) 37\u00a0pages. 10.1145\/3728459","DOI":"10.1145\/3728459"},{"key":"e_1_3_3_2_70_2","doi-asserted-by":"publisher","DOI":"10.1145\/3706598.3714148"},{"key":"e_1_3_3_2_71_2","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642466"},{"key":"e_1_3_3_2_72_2","doi-asserted-by":"crossref","unstructured":"Yongmeng Wu Chuanqi Zhou and Jinyi Zhi. 2023. Alleviating design fixation with Alternative Uses Task: The role of an integrated and design-independent intervention in promoting creative incubation. Thinking Skills and Creativity 50 (2023) 101406.","DOI":"10.1016\/j.tsc.2023.101406"},{"key":"e_1_3_3_2_73_2","doi-asserted-by":"publisher","DOI":"10.1145\/3719160.3736609"},{"key":"e_1_3_3_2_74_2","doi-asserted-by":"publisher","DOI":"10.1145\/3715336.3735752"},{"key":"e_1_3_3_2_75_2","doi-asserted-by":"publisher","unstructured":"Weitao You Yinyu Lu Zirui Ma Nan Li Mingxu Zhou Xue Zhao Pei Chen and Lingyun Sun. 2025. DesignManager: An Agent-Powered Copilot for Designers to Integrate AI Design Tools into Creative Workflows. ACM Trans. Graph. 44 4 Article 35 (July 2025) 26\u00a0pages. 10.1145\/3730919","DOI":"10.1145\/3730919"},{"key":"e_1_3_3_2_76_2","doi-asserted-by":"crossref","unstructured":"Liping Yu Liming Wang Dongsheng Liu and Yanni Liu. 2019. Research on intelligence computing models of fine-grained opinion mining in online reviews. IEEE Access 7 (2019) 116900\u2013116910.","DOI":"10.1109\/ACCESS.2019.2931912"},{"key":"e_1_3_3_2_77_2","doi-asserted-by":"publisher","DOI":"10.1145\/3584931.3607008"},{"key":"e_1_3_3_2_78_2","doi-asserted-by":"publisher","DOI":"10.1145\/3706598.3713935"}],"event":{"name":"MMAsia '25: ACM Multimedia Asia","location":"Kuala Lumpur Malaysia","acronym":"MMAsia '25","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings of the 7th ACM International Conference on Multimedia in Asia"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3743093.3771654","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,6]],"date-time":"2025-12-06T08:07:59Z","timestamp":1765008479000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3743093.3771654"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,6]]},"references-count":77,"alternative-id":["10.1145\/3743093.3771654","10.1145\/3743093"],"URL":"https:\/\/doi.org\/10.1145\/3743093.3771654","relation":{},"subject":[],"published":{"date-parts":[[2025,12,6]]},"assertion":[{"value":"2025-12-06","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}