{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:15:06Z","timestamp":1750220106706,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":16,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,1,21]],"date-time":"2022-01-21T00:00:00Z","timestamp":1642723200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,1,21]]},"DOI":"10.1145\/3520084.3520118","type":"proceedings-article","created":{"date-parts":[[2022,4,18]],"date-time":"2022-04-18T23:40:54Z","timestamp":1650325254000},"page":"206-211","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["The Consumer Deviation Index: A Method for Identifying Changing Behaviors and Market Opportunities"],"prefix":"10.1145","author":[{"given":"Jolie","family":"M. Martin","sequence":"first","affiliation":[{"name":"Alpha Edison, USA"}]},{"given":"Fen","family":"Zhao","sequence":"additional","affiliation":[{"name":"Alpha Edison, USA"}]},{"given":"Jaden","family":"Hou","sequence":"additional","affiliation":[{"name":"Alpha Edison, USA"}]}],"member":"320","published-online":{"date-parts":[[2022,4,18]]},"reference":[{"key":"#cr-split#-e_1_3_2_1_1_1.1","doi-asserted-by":"crossref","unstructured":"Alessandro Acquisti Curtis Taylor and Liad Wagman. 2016. The economics of privacy.\u00a0Journal of Economic Literature 54 2 442-492. https:\/\/doi.org\/10.1257\/jel.54.2.442 10.1257\/jel.54.2.442","DOI":"10.1257\/jel.54.2.442"},{"key":"#cr-split#-e_1_3_2_1_1_1.2","doi-asserted-by":"crossref","unstructured":"Alessandro Acquisti Curtis Taylor and Liad Wagman. 2016. The economics of privacy.\u00a0Journal of Economic Literature 54 2 442-492. https:\/\/doi.org\/10.1257\/jel.54.2.442","DOI":"10.1257\/jel.54.2.442"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/BIGCOMP.2019.8679211"},{"key":"#cr-split#-e_1_3_2_1_3_1.1","doi-asserted-by":"crossref","unstructured":"Indrajit Bhattacharya and Lise Getoor. 2007. Collective entity resolution in relational data.\u00a0ACM Transactions on Knowledge Discovery from Data (TKDD)\u00a01 1 5-es. https:\/\/doi.org\/10.1145\/1217299.1217304 10.1145\/1217299.1217304","DOI":"10.1145\/1217299.1217304"},{"key":"#cr-split#-e_1_3_2_1_3_1.2","doi-asserted-by":"crossref","unstructured":"Indrajit Bhattacharya and Lise Getoor. 2007. Collective entity resolution in relational data.\u00a0ACM Transactions on Knowledge Discovery from Data (TKDD)\u00a01 1 5-es. https:\/\/doi.org\/10.1145\/1217299.1217304","DOI":"10.1145\/1217299.1217304"},{"key":"e_1_3_2_1_4_1","first-page":"194","volume-title":"Proceedings of the 16th BLED eCommerce Conference (BLED)","author":"Chan Gloria","year":"2003","unstructured":"Gloria Chan , Christy Cheung , Timothy Kwong , Moez Limayem , and Lei Zhu . 2003 . Online consumer behavior: A review and agenda for future research . In Proceedings of the 16th BLED eCommerce Conference (BLED) , Bled, Slovenia, 43 , 194 - 218 . https:\/\/aisel.aisnet.org\/bled2003\/43 Gloria Chan, Christy Cheung, Timothy Kwong, Moez Limayem, and Lei Zhu. 2003. Online consumer behavior: A review and agenda for future research. In Proceedings of the 16th BLED eCommerce Conference (BLED), Bled, Slovenia, 43, 194-218. https:\/\/aisel.aisnet.org\/bled2003\/43"},{"key":"#cr-split#-e_1_3_2_1_5_1.1","doi-asserted-by":"crossref","unstructured":"Hyunyoung Choi and Hal Varian. 2012. Predicting the present with Google trends.\u00a0Economic Record. 88 2-9. https:\/\/doi.org\/10.1111\/j.1475-4932.2012.00809.x 10.1111\/j.1475-4932.2012.00809.x","DOI":"10.1111\/j.1475-4932.2012.00809.x"},{"key":"#cr-split#-e_1_3_2_1_5_1.2","doi-asserted-by":"crossref","unstructured":"Hyunyoung Choi and Hal Varian. 2012. Predicting the present with Google trends.\u00a0Economic Record. 88 2-9. https:\/\/doi.org\/10.1111\/j.1475-4932.2012.00809.x","DOI":"10.1111\/j.1475-4932.2012.00809.x"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/641205.641209"},{"key":"#cr-split#-e_1_3_2_1_7_1.1","doi-asserted-by":"crossref","unstructured":"Liran Einav and Jonathan Levin. 2014. Economics in the age of big data.\u00a0Science\u00a0346 6210. https:\/\/doi.org\/10.1126\/science.1243089 10.1126\/science.1243089","DOI":"10.1126\/science.1243089"},{"key":"#cr-split#-e_1_3_2_1_7_1.2","doi-asserted-by":"crossref","unstructured":"Liran Einav and Jonathan Levin. 2014. Economics in the age of big data.\u00a0Science\u00a0346 6210. https:\/\/doi.org\/10.1126\/science.1243089","DOI":"10.1126\/science.1243089"},{"key":"e_1_3_2_1_8_1","volume-title":"Watts","author":"Goel Sharad","year":"2010","unstructured":"Sharad Goel , Jake M. Hofman , Sebastien Lahaie , David M. Pennock , and Duncan J . Watts . 2010 . Predicting consumer behavior with Web search.\u00a0Proceedings of the National Academy of Sciences\u00a0 107, 41, 17486-17490. https:\/\/doi.org\/10.1073\/pnas.1005962107 10.1073\/pnas.1005962107 Sharad Goel, Jake M. Hofman, Sebastien Lahaie, David M. Pennock, and Duncan J. Watts. 2010. Predicting consumer behavior with Web search.\u00a0Proceedings of the National Academy of Sciences\u00a0107, 41, 17486-17490. https:\/\/doi.org\/10.1073\/pnas.1005962107"},{"key":"e_1_3_2_1_9_1","volume-title":"Remote Work Survey. Retrieved","author":"C.","year":"2021","unstructured":"Pw C. 2021. U.S. Remote Work Survey. Retrieved May 4, 2021 from https:\/\/www.pwc.com\/us\/en\/library\/covid-19\/us-remote-work-survey.html PwC. 2021. U.S. Remote Work Survey. Retrieved May 4, 2021 from https:\/\/www.pwc.com\/us\/en\/library\/covid-19\/us-remote-work-survey.html"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"crossref","unstructured":"Sean J. Taylor and Benjamin Letham.\u00a02017.\u00a0Forecasting at scale.\u00a0PeerJ Preprints\u00a0(5:e3190v2). https:\/\/doi.org\/10.7287\/peerj.preprints.3190v2    10.7287\/peerj.preprints.3190v2\nSean J. Taylor and Benjamin Letham.\u00a02017.\u00a0Forecasting at scale.\u00a0PeerJ Preprints\u00a0(5:e3190v2). https:\/\/doi.org\/10.7287\/peerj.preprints.3190v2","DOI":"10.7287\/peerj.preprints.3190v2"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.2307\/j.ctv550cbm.31"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2945388"}],"event":{"name":"ICSIM 2022: 2022 The 5th International Conference on Software Engineering and Information Management","acronym":"ICSIM 2022","location":"Yokohama Japan"},"container-title":["2022 The 5th International Conference on Software Engineering and Information Management (ICSIM)"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3520084.3520118","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3520084.3520118","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T18:10:31Z","timestamp":1750183831000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3520084.3520118"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,1,21]]},"references-count":16,"alternative-id":["10.1145\/3520084.3520118","10.1145\/3520084"],"URL":"https:\/\/doi.org\/10.1145\/3520084.3520118","relation":{},"subject":[],"published":{"date-parts":[[2022,1,21]]},"assertion":[{"value":"2022-04-18","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}