{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,24]],"date-time":"2026-06-24T05:52:56Z","timestamp":1782280376543,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":52,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,11,5]],"date-time":"2023-11-05T00:00:00Z","timestamp":1699142400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,11,6]]},"DOI":"10.1145\/3582269.3615596","type":"proceedings-article","created":{"date-parts":[[2023,10,13]],"date-time":"2023-10-13T22:05:35Z","timestamp":1697234735000},"page":"1-11","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":75,"title":["DesignAID: Using Generative AI and Semantic Diversity for Design Inspiration"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-0442-0801","authenticated-orcid":false,"given":"Alice","family":"Cai","sequence":"first","affiliation":[{"name":"Engineering, Harvard University, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9739-316X","authenticated-orcid":false,"given":"Steven R","family":"Rick","sequence":"additional","affiliation":[{"name":"Center for Collective Intelligence, Massachusetts Institute of Technology, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1158-7527","authenticated-orcid":false,"given":"Jennifer L","family":"Heyman","sequence":"additional","affiliation":[{"name":"Massachusetts Institute of Technology, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-0396-8511","authenticated-orcid":false,"given":"Yanxia","family":"Zhang","sequence":"additional","affiliation":[{"name":"Toyota Research Institute, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1311-386X","authenticated-orcid":false,"given":"Alexandre","family":"Filipowicz","sequence":"additional","affiliation":[{"name":"Toyota Research Institute, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0322-5144","authenticated-orcid":false,"given":"Matthew","family":"Hong","sequence":"additional","affiliation":[{"name":"Toyota Research Institute, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3524-9872","authenticated-orcid":false,"given":"Matt","family":"Klenk","sequence":"additional","affiliation":[{"name":"Toyota Research Institute, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7005-1482","authenticated-orcid":false,"given":"Thomas","family":"Malone","sequence":"additional","affiliation":[{"name":"Massachusetts Institute of Technology, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2023,11,5]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","unstructured":"Safinah Ali and Devi Parikh. 2021. Telling Creative Stories Using Generative Visual Aids. https:\/\/doi.org\/10.48550\/arXiv.2110.14810 arXiv:2110.14810 [cs].","DOI":"10.48550\/arXiv.2110.14810"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.3758\/s13428-020-01535-9"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3532106.3533506"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3532106.3533506"},{"key":"e_1_3_2_2_5_1","volume-title":"Advances in Neural Information Processing Systems, Vol.\u00a033. Curran Associates","author":"Brown Tom","year":"1877","unstructured":"Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared\u00a0D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel Ziegler, Jeffrey Wu, Clemens Winter, Chris Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020. Language Models are Few-Shot Learners. In Advances in Neural Information Processing Systems, Vol.\u00a033. Curran Associates, Inc., 1877\u20131901. https:\/\/proceedings.neurips.cc\/paper\/2020\/hash\/1457c0d6bfcb4967418bfb8ac142f64a-Abstract.html"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","unstructured":"Andres Campero Michelle Vaccaro Jaeyoon Song Haoran Wen Abdullah Almaatouq and Thomas\u00a0W. Malone. 2022. A Test for Evaluating Performance in Human-Computer Systems. https:\/\/doi.org\/10.48550\/arXiv.2206.12390 arXiv:2206.12390 [cs].","DOI":"10.48550\/arXiv.2206.12390"},{"key":"e_1_3_2_2_7_1","volume-title":"Universal sentence encoder. arXiv preprint arXiv:1803.11175","author":"Cer Daniel","year":"2018","unstructured":"Daniel Cer, Yinfei Yang, Sheng-yi Kong, Nan Hua, Nicole Limtiaco, Rhomni\u00a0St John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, 2018. Universal sentence encoder. arXiv preprint arXiv:1803.11175 (2018)."},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1"},{"key":"e_1_3_2_2_9_1","volume-title":"Statistical power analysis for the behavioral sciences","author":"Cohen J","year":"1988","unstructured":"J Cohen. 1988. Statistical power analysis for the behavioral sciences. Lawrence Erlbaum Assoc., Hillsdale, NJ.Statistical power analysis for the behavioral sciences. 2nd ed. Lawrence Erlbaum Assoc., Hillsdale, NJ. (1988).","edition":"2"},{"key":"e_1_3_2_2_10_1","unstructured":"British\u00a0Design Council. 2005. The Design Process: The \u2018double diamond\u2019design process model. http:\/\/www. designcouncil. org. uk\/about-design\/how-designers-work\/the-design-process\/. Acesso em 11 12 (2005) 2013."},{"key":"e_1_3_2_2_11_1","first-page":"456","article-title":"Creativity: Flow and the psychology of discovery and invention. HarperCollins Publishers, New York, NY","author":"Csikszentmihalyi Mihaly","year":"1997","unstructured":"Mihaly Csikszentmihalyi. 1997. Creativity: Flow and the psychology of discovery and invention. HarperCollins Publishers, New York, NY, US. Pages: viii, 456.","journal-title":"US. Pages"},{"key":"e_1_3_2_2_12_1","volume-title":"A Multi-dimensional model of enjoyment: Development and validation of an enjoyment scale (ENJOY)","author":"Davidson Shayn","unstructured":"Shayn Davidson. 2018. A Multi-dimensional model of enjoyment: Development and validation of an enjoyment scale (ENJOY). Embry-Riddle Aeronautical University."},{"key":"e_1_3_2_2_13_1","volume-title":"Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS quarterly","author":"Davis D","year":"1989","unstructured":"Fred\u00a0D Davis. 1989. Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS quarterly (1989), 319\u2013340."},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2466627.2466655"},{"key":"e_1_3_2_2_15_1","volume-title":"Advances in Neural Information Processing Systems, Vol.\u00a034. Curran Associates","author":"Dhariwal Prafulla","year":"2021","unstructured":"Prafulla Dhariwal and Alexander Nichol. 2021. Diffusion Models Beat GANs on Image Synthesis. In Advances in Neural Information Processing Systems, Vol.\u00a034. Curran Associates, Inc., 8780\u20138794. https:\/\/proceedings.neurips.cc\/paper\/2021\/hash\/49ad23d1ec9fa4bd8d77d02681df5cfa-Abstract.html"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/581710.581730"},{"key":"e_1_3_2_2_17_1","volume-title":"Functional fixedness in a technologically sparse culture. Psychological science 16, 1","author":"German P","year":"2005","unstructured":"Tim\u00a0P German and H\u00a0Clark Barrett. 2005. Functional fixedness in a technologically sparse culture. Psychological science 16, 1 (2005), 1\u20135."},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1177\/00221678980383002"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","unstructured":"Amir Hertz Ron Mokady Jay Tenenbaum Kfir Aberman Yael Pritch and Daniel Cohen-Or. 2022. Prompt-to-Prompt Image Editing with Cross Attention Control. https:\/\/doi.org\/10.48550\/arXiv.2208.01626 arXiv:2208.01626 [cs].","DOI":"10.48550\/arXiv.2208.01626"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2012.04.014"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/0142-694X(91)90003-F"},{"key":"e_1_3_2_2_22_1","volume-title":"Design fixation. Design studies 12, 1","author":"Jansson G","year":"1991","unstructured":"David\u00a0G Jansson and Steven\u00a0M Smith. 1991. Design fixation. Design studies 12, 1 (1991), 3\u201311."},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445093"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3526113.3545612"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3357236.3395494"},{"key":"e_1_3_2_2_26_1","first-page":"255","article-title":"The Act of Creation","volume":"16","author":"Koestler Arthur","year":"1964","unstructured":"Arthur Koestler. 1964. The Act of Creation. British Journal for the Philosophy of Science 16, 63 (1964), 255\u2013257. Publisher: Taylor & Francis.","journal-title":"British Journal for the Philosophy of Science"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1115\/1.4001110"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3501825"},{"key":"e_1_3_2_2_29_1","volume-title":"Models of the creative process: Past, present and future. Creativity research journal 13, 3-4","author":"Lubart I","year":"2001","unstructured":"Todd\u00a0I Lubart. 2001. Models of the creative process: Past, present and future. Creativity research journal 13, 3-4 (2001), 295\u2013308."},{"key":"e_1_3_2_2_30_1","volume-title":"Superminds: The surprising power of people and computers thinking together. Little, Brown Spark.","author":"Malone W","year":"2018","unstructured":"Thomas\u00a0W Malone. 2018. Superminds: The surprising power of people and computers thinking together. Little, Brown Spark."},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/174666.174668"},{"key":"e_1_3_2_2_32_1","volume-title":"Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781","author":"Mikolov Tomas","year":"2013","unstructured":"Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013. Efficient estimation of word representations in vector space. arXiv preprint arXiv:1301.3781 (2013)."},{"key":"e_1_3_2_2_33_1","volume-title":"Distributed representations of words and phrases and their compositionality. Advances in neural information processing systems 26","author":"Mikolov Tomas","year":"2013","unstructured":"Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg\u00a0S Corrado, and Jeff Dean. 2013. Distributed representations of words and phrases and their compositionality. Advances in neural information processing systems 26 (2013)."},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3517511"},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"publisher","DOI":"10.17705\/1jais.00280"},{"key":"e_1_3_2_2_36_1","volume-title":"CHI workshop on crowdsourcing and human computation. 1\u20134.","author":"Nickerson V","year":"2011","unstructured":"Jeffrey\u00a0V Nickerson, Yasuaki Sakamoto, and Lixiu Yu. 2011. Structures for creativity: The crowdsourcing of design. In CHI workshop on crowdsourcing and human computation. 1\u20134."},{"key":"e_1_3_2_2_37_1","volume-title":"Hierarchical text-conditional image generation with clip latents. arXiv preprint arXiv:2204.06125","author":"Ramesh Aditya","year":"2022","unstructured":"Aditya Ramesh, Prafulla Dhariwal, Alex Nichol, Casey Chu, and Mark Chen. 2022. Hierarchical text-conditional image generation with clip latents. arXiv preprint arXiv:2204.06125 (2022)."},{"key":"e_1_3_2_2_38_1","first-page":"2640","volume-title":"Proceedings of the 38th International Conference on Machine Learning. PMLR, 8821\u20138831","author":"Ramesh Aditya","year":"2021","unstructured":"Aditya Ramesh, Mikhail Pavlov, Gabriel Goh, Scott Gray, Chelsea Voss, Alec Radford, Mark Chen, and Ilya Sutskever. 2021. Zero-Shot Text-to-Image Generation. In Proceedings of the 38th International Conference on Machine Learning. PMLR, 8821\u20138831. https:\/\/proceedings.mlr.press\/v139\/ramesh21a.html ISSN: 2640-3498."},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2005737118"},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"crossref","unstructured":"Robin Rombach Andreas Blattmann Dominik Lorenz Patrick Esser and Bj\u00f6rn Ommer. 2022. High-Resolution Image Synthesis With Latent Diffusion Models. 10684\u201310695. https:\/\/openaccess.thecvf.com\/content\/CVPR2022\/html\/Rombach_High-Resolution_Image_Synthesis_With_Latent_Diffusion_Models_CVPR_2022_paper.html","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"e_1_3_2_2_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/2675133.2675239"},{"key":"e_1_3_2_2_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/3511599"},{"key":"e_1_3_2_2_43_1","doi-asserted-by":"publisher","DOI":"10.1002\/j.2162-6057.2011.tb01087.x"},{"key":"e_1_3_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3240323.3240361"},{"key":"e_1_3_2_2_45_1","volume-title":"Sentiment embeddings with applications to sentiment analysis","author":"Tang Duyu","year":"2015","unstructured":"Duyu Tang, Furu Wei, Bing Qin, Nan Yang, Ting Liu, and Ming Zhou. 2015. Sentiment embeddings with applications to sentiment analysis. IEEE transactions on knowledge and data Engineering 28, 2 (2015), 496\u2013509."},{"key":"e_1_3_2_2_46_1","volume-title":"Inspiration as a psychological construct.Journal of personality and social psychology 84, 4","author":"Thrash M","year":"2003","unstructured":"Todd\u00a0M Thrash and Andrew\u00a0J Elliot. 2003. Inspiration as a psychological construct.Journal of personality and social psychology 84, 4 (2003), 871."},{"key":"e_1_3_2_2_47_1","volume-title":"Advances in Neural Information Processing Systems, Vol.\u00a030. Curran Associates","author":"Vaswani Ashish","year":"2017","unstructured":"Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan\u00a0N Gomez, \u0141ukasz Kaiser, and Illia Polosukhin. 2017. Attention is All you Need. In Advances in Neural Information Processing Systems, Vol.\u00a030. Curran Associates, Inc.https:\/\/proceedings.neurips.cc\/paper\/2017\/hash\/3f5ee243547dee91fbd053c1c4a845aa-Abstract.html"},{"key":"e_1_3_2_2_48_1","unstructured":"Graham Wallas. 1926. The art of thought. Vol.\u00a010. Harcourt Brace."},{"key":"e_1_3_2_2_49_1","doi-asserted-by":"publisher","unstructured":"Zijie\u00a0J. Wang Evan Montoya David Munechika Haoyang Yang Benjamin Hoover and Duen\u00a0Horng Chau. 2022. DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models. https:\/\/doi.org\/10.48550\/arXiv.2210.14896 arXiv:2210.14896 [cs].","DOI":"10.48550\/arXiv.2210.14896"},{"key":"e_1_3_2_2_50_1","volume-title":"Evidence for a collective intelligence factor in the performance of human groups. science 330, 6004","author":"Woolley Anita\u00a0Williams","year":"2010","unstructured":"Anita\u00a0Williams Woolley, Christopher\u00a0F Chabris, Alex Pentland, Nada Hashmi, and Thomas\u00a0W Malone. 2010. Evidence for a collective intelligence factor in the performance of human groups. science 330, 6004 (2010), 686\u2013688."},{"key":"e_1_3_2_2_51_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00143"},{"key":"e_1_3_2_2_52_1","doi-asserted-by":"publisher","DOI":"10.1017\/S0890060414000043"}],"event":{"name":"CI '23: Collective Intelligence Conference","location":"Delft Netherlands","acronym":"CI '23","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of The ACM Collective Intelligence Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3582269.3615596","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3582269.3615596","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:51:32Z","timestamp":1750182692000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3582269.3615596"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,5]]},"references-count":52,"alternative-id":["10.1145\/3582269.3615596","10.1145\/3582269"],"URL":"https:\/\/doi.org\/10.1145\/3582269.3615596","relation":{},"subject":[],"published":{"date-parts":[[2023,11,5]]},"assertion":[{"value":"2023-11-05","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}