{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:25:02Z","timestamp":1750220702915,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":32,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,11,20]],"date-time":"2019-11-20T00:00:00Z","timestamp":1574208000000},"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":[[2019,11,20]]},"DOI":"10.1145\/3357729.3357739","type":"proceedings-article","created":{"date-parts":[[2019,11,21]],"date-time":"2019-11-21T13:35:31Z","timestamp":1574343331000},"page":"111-118","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Spatio-temporal Analysis of Flu-related Drugs Uptake in an Online Cohort in England"],"prefix":"10.1145","author":[{"given":"Daniela","family":"Perrotta","sequence":"first","affiliation":[{"name":"ISI Foundation, Turin, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dario","family":"Delle Vedove","sequence":"additional","affiliation":[{"name":"University of Turin, Turin, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chinelo","family":"Obi","sequence":"additional","affiliation":[{"name":"Public Health England, London, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Richard","family":"Pebody","sequence":"additional","affiliation":[{"name":"Public Health England, London, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rossano","family":"Schifanella","sequence":"additional","affiliation":[{"name":"University of Turin & ISI Foundation, Turin, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniela","family":"Paolotti","sequence":"additional","affiliation":[{"name":"ISI Foundation, Turin, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2019,11,20]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Available at: https:\/\/flusurvey.org.uk\/ (accessed on","author":"Flusurvey (United Kingdom).","year":"2019","unstructured":"Flusurvey (United Kingdom). Available at: https:\/\/flusurvey.org.uk\/ (accessed on May , 2019 ). Flusurvey (United Kingdom). Available at: https:\/\/flusurvey.org.uk\/ (accessed on May, 2019)."},{"key":"e_1_3_2_1_2_1","unstructured":"Influenza (Seasonal) Fact Sheet Number 211. Available at: http:\/\/www.who.int\/mediacentre\/factsheets\/fs211\/en\/index.html.  Influenza (Seasonal) Fact Sheet Number 211. Available at: http:\/\/www.who.int\/mediacentre\/factsheets\/fs211\/en\/index.html."},{"key":"e_1_3_2_1_3_1","unstructured":"Influenzanet website. Available at: http:\/\/influenzanet.info.  Influenzanet website. Available at: http:\/\/influenzanet.info."},{"key":"e_1_3_2_1_4_1","volume-title":"Incidence and risk factors for influenza-like-illness in the UK: online surveillance using Flusurvey. BMC infectious diseases, 14(1):232","author":"Adler A. J.","year":"2014","unstructured":"A. J. Adler , K. T. Eames , S. Funk , and W. J. Edmunds . Incidence and risk factors for influenza-like-illness in the UK: online surveillance using Flusurvey. BMC infectious diseases, 14(1):232 , 2014 . A. J. Adler, K. T. Eames, S. Funk, and W. J. Edmunds. Incidence and risk factors for influenza-like-illness in the UK: online surveillance using Flusurvey. BMC infectious diseases, 14(1):232, 2014."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1108\/JPMH-09-2017-0034"},{"key":"e_1_3_2_1_6_1","volume-title":"Using an online survey of healthcare-seeking behaviour to estimate the magnitude and severity of the 2009 H1N1v influenza epidemic in England . BMC infectious diseases, 11(1):1","author":"Brooks-Pollock E.","year":"2011","unstructured":"E. Brooks-Pollock , N. Tilston , W. J. Edmunds , and K. T. Eames . Using an online survey of healthcare-seeking behaviour to estimate the magnitude and severity of the 2009 H1N1v influenza epidemic in England . BMC infectious diseases, 11(1):1 , 2011 . E. Brooks-Pollock, N. Tilston, W. J. Edmunds, and K. T. Eames. Using an online survey of healthcare-seeking behaviour to estimate the magnitude and severity of the 2009 H1N1v influenza epidemic in England . BMC infectious diseases, 11(1):1, 2011."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.2196\/publichealth.7344"},{"key":"e_1_3_2_1_8_1","volume-title":"The representativeness of a European multi-center network for influenza-like-illness participatory surveillance. BMC public health, 14(1):1","author":"Cantarelli P.","year":"2014","unstructured":"P. Cantarelli , M. Debin , C. Turbelin , C. Poletto , T. Blanchon , A. Falchi , T. Hanslik , I. Bonmarin , D. Levy-Bruhl , A. Micheletti , The representativeness of a European multi-center network for influenza-like-illness participatory surveillance. BMC public health, 14(1):1 , 2014 . P. Cantarelli, M. Debin, C. Turbelin, C. Poletto, T. Blanchon, A. Falchi, T. Hanslik, I. Bonmarin, D. Levy-Bruhl, A. Micheletti, et al. The representativeness of a European multi-center network for influenza-like-illness participatory surveillance. BMC public health, 14(1):1, 2014."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/S2215-0366(18)30471-1"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1136\/bmjopen-2017-019921"},{"issue":"1","key":"e_1_3_2_1_11_1","first-page":"242","article-title":"Time trends and geographical variation in prescribing of antibiotics in England 1998--2017","volume":"74","author":"Curtis H. J.","year":"2018","unstructured":"H. J. Curtis , A. J. Walker , K. R. Mahtani , and B. Goldacre . Time trends and geographical variation in prescribing of antibiotics in England 1998--2017 . Journal of Antimicrobial Chemotherapy , 74 ( 1 ): 242 -- 250 , 09 2018 . H. J. Curtis, A. J. Walker, K. R. Mahtani, and B. Goldacre. Time trends and geographical variation in prescribing of antibiotics in England 1998--2017. Journal of Antimicrobial Chemotherapy, 74(1):242--250, 09 2018.","journal-title":"Journal of Antimicrobial Chemotherapy"},{"key":"e_1_3_2_1_12_1","volume-title":"FluTracking: a weekly Australian community online survey of influenza-like illness","author":"Dalton C.","year":"2006","unstructured":"C. Dalton , D. Durrheim , J. Fejsa , L. Francis , S. Carlson , E. T. d' Espaignet , F. Tuyl , FluTracking: a weekly Australian community online survey of influenza-like illness in 2006 , 2007 and 2008. Communicable diseases intelligence quarterly report, 33(3):316, 2009. C. Dalton, D. Durrheim, J. Fejsa, L. Francis, S. Carlson, E. T. d'Espaignet, F. Tuyl, et al. FluTracking: a weekly Australian community online survey of influenza-like illness in 2006, 2007 and 2008. Communicable diseases intelligence quarterly report, 33(3):316, 2009."},{"key":"e_1_3_2_1_13_1","volume-title":"Using the Internet to estimate influenza vaccine effectiveness. Expert review of vaccines, 11(9):1027--1029","author":"Edmunds W. J.","year":"2012","unstructured":"W. J. Edmunds and S. Funk . Using the Internet to estimate influenza vaccine effectiveness. Expert review of vaccines, 11(9):1027--1029 , 2012 . W. J. Edmunds and S. Funk. Using the Internet to estimate influenza vaccine effectiveness. Expert review of vaccines, 11(9):1027--1029, 2012."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1093\/infdis\/jiw280"},{"key":"e_1_3_2_1_15_1","volume-title":"Unsupervised extraction of epidemic syndromes from participatory influenza surveillance self-reported symptoms. PLoS computational biology, 15(4):e1006173","author":"Kalimeri K.","year":"2019","unstructured":"K. Kalimeri , M. Delfino , C. Cattuto , D. Perrotta , V. Colizza , C. Guerrisi , C. Turbelin , J. Duggan , J. Edmunds , C. Obi , Unsupervised extraction of epidemic syndromes from participatory influenza surveillance self-reported symptoms. PLoS computational biology, 15(4):e1006173 , 2019 . K. Kalimeri, M. Delfino, C. Cattuto, D. Perrotta, V. Colizza, C. Guerrisi, C. Turbelin, J. Duggan, J. Edmunds, C. Obi, et al. Unsupervised extraction of epidemic syndromes from participatory influenza surveillance self-reported symptoms. PLoS computational biology, 15(4):e1006173, 2019."},{"key":"e_1_3_2_1_16_1","volume-title":"Influenzanet: citizens among 10 countries collaborating to monitor influenza in Europe. JMIR public health and surveillance, 3(3)","author":"Koppeschaar C. E.","year":"2017","unstructured":"C. E. Koppeschaar , V. Colizza , C. Guerrisi , C. Turbelin , J. Duggan , W. J. Edmunds , C. Kjels\u00f8 , R. Mexia , Y. Moreno , S. Meloni , Influenzanet: citizens among 10 countries collaborating to monitor influenza in Europe. JMIR public health and surveillance, 3(3) , 2017 . C. E. Koppeschaar, V. Colizza, C. Guerrisi, C. Turbelin, J. Duggan, W. J. Edmunds, C. Kjels\u00f8, R. Mexia, Y. Moreno, S. Meloni, et al. Influenzanet: citizens among 10 countries collaborating to monitor influenza in Europe. JMIR public health and surveillance, 3(3), 2017."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1093\/jac\/dkx323"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.3399\/bjgp18X695057"},{"key":"e_1_3_2_1_19_1","volume-title":"march-september","author":"HS.","year":"2018","unstructured":"N HS. Bnf booklet 76. march-september 2018 , 2018. NHS. Bnf booklet 76. march-september 2018, 2018."},{"key":"e_1_3_2_1_20_1","unstructured":"NHS. Patients registered at a GP practice 2018.  NHS. Patients registered at a GP practice 2018."},{"key":"e_1_3_2_1_21_1","unstructured":"NHS. Practice level prescribing data 2018.  NHS. Practice level prescribing data 2018."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1111\/1469-0691.12477"},{"key":"e_1_3_2_1_23_1","volume-title":"Utilizing syndromic surveillance data for estimating levels of influenza circulation. American journal of epidemiology, 179(11):1394--1401","author":"Patterson-Lomba O.","year":"2014","unstructured":"O. Patterson-Lomba , S. Van Noort , B. J. Cowling , J. Wallinga , M. G. M. Gomes , M. Lipsitch , and E. Goldstein . Utilizing syndromic surveillance data for estimating levels of influenza circulation. American journal of epidemiology, 179(11):1394--1401 , 2014 . O. Patterson-Lomba, S. Van Noort, B. J. Cowling, J. Wallinga, M. G. M. Gomes, M. Lipsitch, and E. Goldstein. Utilizing syndromic surveillance data for estimating levels of influenza circulation. American journal of epidemiology, 179(11):1394--1401, 2014."},{"key":"e_1_3_2_1_24_1","volume-title":"Disease severity determines health-seeking behaviour amongst individuals with influenza-like illness in an internet-based cohort. BMC infectious diseases, 17(1):238","author":"Peppa M.","year":"2017","unstructured":"M. Peppa , W. J. Edmunds , and S. Funk . Disease severity determines health-seeking behaviour amongst individuals with influenza-like illness in an internet-based cohort. BMC infectious diseases, 17(1):238 , 2017 . M. Peppa, W. J. Edmunds, and S. Funk. Disease severity determines health-seeking behaviour amongst individuals with influenza-like illness in an internet-based cohort. BMC infectious diseases, 17(1):238, 2017."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0169801"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052670"},{"key":"e_1_3_2_1_27_1","volume-title":"Flu Near You: crowdsourced symptom reporting spanning two influenza seasons. American journal of public health, 105(10):2124--2130","author":"Smolinski M. S.","year":"2015","unstructured":"M. S. Smolinski , A. W. Crawley , K. Baltrusaitis , R. Chunara , J. M. Olsen , O. W\u00f3jcik , M. Santillana , A. Nguyen , and J. S. Brownstein . Flu Near You: crowdsourced symptom reporting spanning two influenza seasons. American journal of public health, 105(10):2124--2130 , 2015 . M. S. Smolinski, A. W. Crawley, K. Baltrusaitis, R. Chunara, J. M. Olsen, O. W\u00f3jcik, M. Santillana, A. Nguyen, and J. S. Brownstein. Flu Near You: crowdsourced symptom reporting spanning two influenza seasons. American journal of public health, 105(10):2124--2130, 2015."},{"key":"e_1_3_2_1_28_1","volume-title":"Participatory disease surveillance: engaging communities directly in reporting, monitoring, and responding to health threats. JMIR public health and surveillance, 3(4):e62","author":"Smolinski M. S.","year":"2017","unstructured":"M. S. Smolinski , A. W. Crawley , J. M. Olsen , T. Jayaraman , and M. Libel . Participatory disease surveillance: engaging communities directly in reporting, monitoring, and responding to health threats. JMIR public health and surveillance, 3(4):e62 , 2017 . M. S. Smolinski, A. W. Crawley, J. M. Olsen, T. Jayaraman, and M. Libel. Participatory disease surveillance: engaging communities directly in reporting, monitoring, and responding to health threats. JMIR public health and surveillance, 3(4):e62, 2017."},{"key":"e_1_3_2_1_29_1","volume-title":"Focus on: Antidepressant prescribing","author":"Spence R.","year":"2014","unstructured":"R. Spence , A. Roberts , C. Ariti , and B. M. Focus on: Antidepressant prescribing . 2014 . R. Spence, A. Roberts, C. Ariti, and B. M. Focus on: Antidepressant prescribing. 2014."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2458-10-650"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.epidem.2015.05.001"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-23461-8_21"}],"event":{"name":"DPH2019: 9th International Digital Public Health Conference (2019)","sponsor":["SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","University College London University College London"],"location":"Marseille France","acronym":"DPH2019"},"container-title":["Proceedings of the 9th International Conference on Digital Public Health"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3357729.3357739","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3357729.3357739","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:32:57Z","timestamp":1750199577000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3357729.3357739"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11,20]]},"references-count":32,"alternative-id":["10.1145\/3357729.3357739","10.1145\/3357729"],"URL":"https:\/\/doi.org\/10.1145\/3357729.3357739","relation":{},"subject":[],"published":{"date-parts":[[2019,11,20]]},"assertion":[{"value":"2019-11-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}