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To provide insight into the future of wearable technologies and various community attitudes towards them, we implemented an in-depth quantitative investigation of opinions from academic texts (DBLP and PubMed), social media (Twitter), news media (Google News and Bing News), and entrepreneurship communities (Kickstarter and Indiegogo) over a 10-year period. Our results indicate that unlike academia, the news media, entrepreneurship communities, and social media all hold overall positive attitudes towards wearable technologies. Secondly, there are diverse perspectives towards various wearable products across different platforms. Specifically, \"XR\" technologies received the most attention, while \"Exoskeleton\" ignited the most heated debates. Thirdly, we discovered that the lifetime of a hyped wearable technology lasts approximately three years. Furthermore, the news media and entrepreneurship community's attitudes towards wearable technologies did not have a strong impact on public opinion. Finally, among all types of wearable technologies, \"fashion design\" and \"healthcare\" products were the most enlightening for the market.<\/jats:p>","DOI":"10.1145\/3448096","type":"journal-article","created":{"date-parts":[[2021,3,30]],"date-time":"2021-03-30T18:56:41Z","timestamp":1617130601000},"page":"1-26","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":15,"title":["11 Years with Wearables"],"prefix":"10.1145","volume":"5","author":[{"given":"Yanglei","family":"Gan","sequence":"first","affiliation":[{"name":"Boston University, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tianyi","family":"Wang","sequence":"additional","affiliation":[{"name":"Boston University, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alireza","family":"Javaheri","sequence":"additional","affiliation":[{"name":"Independent Scientist, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elaheh","family":"Momeni-Ortner","sequence":"additional","affiliation":[{"name":"University of Vienna, Austria &amp;, eMentalist, eMentalist Labs, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Milad","family":"Dehghani","sequence":"additional","affiliation":[{"name":"University College Cork, Ireland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mehdi","family":"Hosseinzadeh","sequence":"additional","affiliation":[{"name":"Iran University of Medical Sciences, Iran &amp;, Duy Tan University, Viet Nam"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Reza","family":"Rawassizadeh","sequence":"additional","affiliation":[{"name":"Boston University, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,3,30]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/3055635.3056631"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2009.44"},{"key":"e_1_2_1_3_1","volume-title":"Developing serious games for cultural heritage: a state-of-the-art review. 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Applying universal design principles to themes for wearables . In International Conference on Universal Access in Human-Computer Interaction. 550--560 . Tomberg, Vladimir and Schulz, Trenton and Kelle, Sebastian. 2015. Applying universal design principles to themes for wearables. In International Conference on Universal Access in Human-Computer Interaction. 550--560."},{"key":"e_1_2_1_101_1","volume-title":"Proceedings of the 40th Annual Meeting on Association for Computational Linguistics. 417--424","author":"Turney Peter D","year":"2002","unstructured":"Peter D Turney . 2002 . Thumbs up or thumbs down?: semantic orientation applied to unsupervised classification of reviews . In Proceedings of the 40th Annual Meeting on Association for Computational Linguistics. 417--424 . Peter D Turney. 2002. Thumbs up or thumbs down?: semantic orientation applied to unsupervised classification of reviews. In Proceedings of the 40th Annual Meeting on Association for Computational Linguistics. 417--424."},{"key":"e_1_2_1_102_1","doi-asserted-by":"publisher","DOI":"10.4108\/icst.pervasivehealth.2014.255179"},{"key":"e_1_2_1_103_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939693"},{"key":"e_1_2_1_104_1","unstructured":"Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N Gomez \u0141ukasz Kaiser and Illia Polosukhin. 2017. Attention is all you need. In Advances in neural information processing systems. 5998--6008.  Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N Gomez \u0141ukasz Kaiser and Illia Polosukhin. 2017. Attention is all you need. In Advances in neural information processing systems. 5998--6008."},{"key":"e_1_2_1_105_1","volume-title":"Predicting break-points in trading strategies with Twitter. Available at SSRN 1685150","author":"Vincent Arnaud","year":"2010","unstructured":"Arnaud Vincent and Margaret Armstrong . 2010. Predicting break-points in trading strategies with Twitter. Available at SSRN 1685150 ( 2010 ). Arnaud Vincent and Margaret Armstrong. 2010. Predicting break-points in trading strategies with Twitter. Available at SSRN 1685150 (2010)."},{"key":"e_1_2_1_106_1","volume-title":"Small Business Economics","author":"von Bloh Johannes","year":"2019","unstructured":"Johannes von Bloh , Tom Broekel , Burcu \u00d6zgun , and Rolf Sternberg . 2019. New (s) data for entrepreneurship research? An innovative approach to use Big Data on media coverage. Small Business Economics ( 2019 ), 1--22. Johannes von Bloh, Tom Broekel, Burcu \u00d6zgun, and Rolf Sternberg. 2019. New (s) data for entrepreneurship research? An innovative approach to use Big Data on media coverage. Small Business Economics (2019), 1--22."},{"key":"e_1_2_1_107_1","unstructured":"Hanna M Wallach David M Mimno and Andrew McCallum. 2009. Rethinking LDA: Why priors matter. In Advances in neural information processing systems. 1973--1981.  Hanna M Wallach David M Mimno and Andrew McCallum. 2009. Rethinking LDA: Why priors matter. In Advances in neural information processing systems. 1973--1981."},{"key":"e_1_2_1_108_1","doi-asserted-by":"publisher","DOI":"10.1108\/IMDS-03-2015-0087"},{"key":"e_1_2_1_109_1","volume-title":"Transformers: State-of-the-art Natural Language Processing. arXiv preprint arXiv:1910.03771","author":"Wolf Thomas","year":"2019","unstructured":"Thomas Wolf , Lysandre Debut , Victor Sanh , Julien Chaumond , Clement Delangue , Anthony Moi , Pierric Cistac , Tim Rault , R\u00e9mi Louf , Morgan Funtowicz , 2019 . Transformers: State-of-the-art Natural Language Processing. arXiv preprint arXiv:1910.03771 (2019). Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, R\u00e9mi Louf, Morgan Funtowicz, et al. 2019. Transformers: State-of-the-art Natural Language Processing. arXiv preprint arXiv:1910.03771 (2019)."},{"key":"e_1_2_1_110_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2016.07.005"},{"key":"e_1_2_1_111_1","doi-asserted-by":"publisher","DOI":"10.20965\/jaciii.2016.p0066"},{"key":"e_1_2_1_112_1","volume-title":"Mining Education data to predict student's retention: a comparative study. arXiv preprint arXiv:1203.2987","author":"Yadav Surjeet Kumar","year":"2012","unstructured":"Surjeet Kumar Yadav , Brijesh Bharadwaj , and Saurabh Pal . 2012. Mining Education data to predict student's retention: a comparative study. arXiv preprint arXiv:1203.2987 ( 2012 ). Surjeet Kumar Yadav, Brijesh Bharadwaj, and Saurabh Pal. 2012. 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