{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,26]],"date-time":"2026-06-26T23:25:37Z","timestamp":1782516337248,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":32,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,4,23]],"date-time":"2018-04-23T00:00:00Z","timestamp":1524441600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Innovationsfonden","award":["4135-00047B"],"award-info":[{"award-number":["4135-00047B"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,4,23]]},"DOI":"10.1145\/3194658.3194667","type":"proceedings-article","created":{"date-parts":[[2018,4,24]],"date-time":"2018-04-24T12:25:04Z","timestamp":1524572704000},"page":"133-142","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["Predicting Antimicrobial Drug Consumption using Web Search Data"],"prefix":"10.1145","author":[{"given":"Niels","family":"Dalum Hansen","sequence":"first","affiliation":[{"name":"Statens Serum Institut, Copenhagen, Denmark"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"K\u00e5re","family":"M\u00f8lbak","sequence":"additional","affiliation":[{"name":"Statens Serum Institut, Copenhagen, Denmark"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ingemar J.","family":"Cox","sequence":"additional","affiliation":[{"name":"University of Copenhagen, Copenhagen, Denmark"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christina","family":"Lioma","sequence":"additional","affiliation":[{"name":"University of Copenhagen, Copenhagen, Denmark"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2018,4,23]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.6240"},{"key":"e_1_3_2_1_2_1","article-title":"ECDC\/EFSA\/EMA first joint report on the integrated analysis of the consumption of antimicrobial agents and occurrence of antimicrobial resistance in bacteria from humans and food-producing animals","volume":"13","author":"Authority EFS","year":"2015","journal-title":"EFSA Journal"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.2740"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0023610"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080760"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3041021.3054251"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2013.01.005"},{"key":"e_1_3_2_1_8_1","unstructured":"DSL. 2002. Korpus2000. (2002). http:\/\/ordnet.dk\/korpusdk\/  DSL. 2002. Korpus2000. (2002). http:\/\/ordnet.dk\/korpusdk\/"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1093\/jac\/dku165"},{"key":"e_1_3_2_1_10_1","volume-title":"AMIA Annual Symposium Proceedings","volume":"2006","author":"Eysenbach Gunther","year":"2006"},{"key":"e_1_3_2_1_11_1","unstructured":"European Center for Disease Prevention and Control. 2018. European Surveillance of Antimicrobial Consumption Network (ESACNet). https:\/\/ecdc.europa.eu\/en\/about-us\/partnerships-and-networks\/ disease-and-laboratory-networks\/esac-net. (2018). Accessed on 21-01--2018.  European Center for Disease Prevention and Control. 2018. European Surveillance of Antimicrobial Consumption Network (ESACNet). https:\/\/ecdc.europa.eu\/en\/about-us\/partnerships-and-networks\/ disease-and-laboratory-networks\/esac-net. (2018). Accessed on 21-01--2018."},{"key":"e_1_3_2_1_12_1","volume-title":"Detecting influenza epidemics using search engine query data. Nature 457, 7232","author":"Ginsberg Jeremy","year":"2009"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/2983323.2983882"},{"key":"e_1_3_2_1_14_1","volume-title":"Lisa Gandy, Jesse Lee Eickholt, and Pearce Hall.","author":"Kendra Rachel Lynn","year":"2015"},{"key":"e_1_3_2_1_15_1","volume-title":"Tijl De Bie, and Nello Cristianini","author":"Lampos Vasileios","year":"2010"},{"key":"e_1_3_2_1_16_1","volume-title":"Advances in nowcasting influenza-like illness rates using search query logs. Scientific reports 5","author":"Lampos Vasileios","year":"2015"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052622"},{"key":"e_1_3_2_1_18_1","volume-title":"The parable of Google Flu: traps in big data analysis. Science 343, 14 March","author":"Lazer David","year":"2014"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cogsys.2017.03.001"},{"key":"e_1_3_2_1_21_1","unstructured":"World Health Organization. 2018. Surveillance of Antimicrobial Use. http:\/\/www.who.int\/medicines\/areas\/rational_use\/AMU_Surveillance\/en\/. (2018). Accessed on 21-01--2018.  World Health Organization. 2018. Surveillance of Antimicrobial Use. http:\/\/www.who.int\/medicines\/areas\/rational_use\/AMU_Surveillance\/en\/. (2018). Accessed on 21-01--2018."},{"key":"e_1_3_2_1_22_1","volume-title":"Twitter improves influenza forecasting. PLoS currents 6","author":"Paul Michael J","year":"2014"},{"key":"e_1_3_2_1_23_1","volume-title":"Using internet searches for influenza surveillance. Clinical infectious diseases 47, 11","author":"Polgreen Philip M","year":"2008"},{"key":"e_1_3_2_1_24_1","volume-title":"Williams","author":"Rasmussen Carl E.","year":"2004"},{"key":"e_1_3_2_1_25_1","volume-title":"What can digital disease detection learn from (an external revision to) Google Flu Trends? American journal of preventive medicine 47, 3","author":"Santillana Mauricio","year":"2014"},{"key":"e_1_3_2_1_26_1","volume-title":"Dissemination of health information through social networks: Twitter and antibiotics. American journal of infection control 38, 3","author":"Scanfeld Daniel","year":"2010"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0019467"},{"key":"e_1_3_2_1_28_1","volume-title":"DANMAP 2015 - Use of antimicrobial agents and occurrence of antimicrobial resistance in bacteria from food animals, food and humans in Denmark. Technical Report.","author":"Statens Serum Institut; National Veterinary Institute, Technical University of Denmark; National Food Institute, Technical University of Denmark.","year":"2016"},{"key":"e_1_3_2_1_29_1","volume-title":"Surveillance of antimicrobial consumption in Europe","author":"Weist Klaus","year":"2012"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/2488388.2488510"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1515373112"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.4082"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00503.x"}],"event":{"name":"DH'18: International Digital Health Conference","location":"Lyon France","acronym":"DH'18","sponsor":["IW3C2 International World Wide Web Conference Committee","University College London University College London","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 2018 International Conference on Digital Health"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3194658.3194667","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3194658.3194667","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T01:08:27Z","timestamp":1750208907000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3194658.3194667"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4,23]]},"references-count":32,"alternative-id":["10.1145\/3194658.3194667","10.1145\/3194658"],"URL":"https:\/\/doi.org\/10.1145\/3194658.3194667","relation":{},"subject":[],"published":{"date-parts":[[2018,4,23]]},"assertion":[{"value":"2018-04-23","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}