{"id":"https://openalex.org/W2791403783","doi":"https://doi.org/10.1145/3018896.3025164","title":"Data-mining medications for pain","display_name":"Data-mining medications for pain","publication_year":2017,"publication_date":"2017-03-22","ids":{"openalex":"https://openalex.org/W2791403783","doi":"https://doi.org/10.1145/3018896.3025164","mag":"2791403783"},"language":"en","primary_location":{"id":"doi:10.1145/3018896.3025164","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3018896.3025164","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Conference on Internet of things, Data and Cloud Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068440754","display_name":"Abhinav Choudhury","orcid":"https://orcid.org/0000-0002-0359-1630"},"institutions":[{"id":"https://openalex.org/I9579091","display_name":"Indian Institute of Technology Mandi","ror":"https://ror.org/05r9r2f34","country_code":"IN","type":"education","lineage":["https://openalex.org/I9579091"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhinav Choudhury","raw_affiliation_strings":["Indian Institute of Technology Mandi, Himachal Pradesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Mandi, Himachal Pradesh","institution_ids":["https://openalex.org/I9579091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015858110","display_name":"Shruti Kaushik","orcid":"https://orcid.org/0000-0001-9117-2868"},"institutions":[{"id":"https://openalex.org/I9579091","display_name":"Indian Institute of Technology Mandi","ror":"https://ror.org/05r9r2f34","country_code":"IN","type":"education","lineage":["https://openalex.org/I9579091"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shruti Kaushik","raw_affiliation_strings":["Indian Institute of Technology Mandi, Himachal Pradesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Mandi, Himachal Pradesh","institution_ids":["https://openalex.org/I9579091"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010689942","display_name":"Varun Dutt","orcid":"https://orcid.org/0000-0002-2151-8314"},"institutions":[{"id":"https://openalex.org/I9579091","display_name":"Indian Institute of Technology Mandi","ror":"https://ror.org/05r9r2f34","country_code":"IN","type":"education","lineage":["https://openalex.org/I9579091"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Varun Dutt","raw_affiliation_strings":["Indian Institute of Technology Mandi, Himachal Pradesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Mandi, Himachal Pradesh","institution_ids":["https://openalex.org/I9579091"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5375,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74334516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9434000253677368,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5641125440597534},{"id":"https://openalex.org/keywords/medical-prescription","display_name":"Medical prescription","score":0.556581974029541},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5084356665611267},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.4290924668312073},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.42025846242904663},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22904938459396362},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.16624796390533447},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.14842674136161804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12276685237884521}],"concepts":[{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5641125440597534},{"id":"https://openalex.org/C2426938","wikidata":"https://www.wikidata.org/wiki/Q3355478","display_name":"Medical prescription","level":2,"score":0.556581974029541},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5084356665611267},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.4290924668312073},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.42025846242904663},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22904938459396362},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.16624796390533447},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.14842674136161804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12276685237884521},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3018896.3025164","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3018896.3025164","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Conference on Internet of things, Data and Cloud Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W93832398","https://openalex.org/W1562424328","https://openalex.org/W1569986363","https://openalex.org/W1964473994","https://openalex.org/W1973940762","https://openalex.org/W2013448945","https://openalex.org/W2038950582","https://openalex.org/W2090254306","https://openalex.org/W2097571405","https://openalex.org/W2117014758","https://openalex.org/W2130067743","https://openalex.org/W2139190627","https://openalex.org/W2265720734","https://openalex.org/W2325808677","https://openalex.org/W2520915449","https://openalex.org/W2795805775","https://openalex.org/W4210424113","https://openalex.org/W4230562141","https://openalex.org/W4253543067","https://openalex.org/W4301463908","https://openalex.org/W6836725202"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725","https://openalex.org/W2148612803"],"abstract_inverted_index":{"Providing":[0],"timely":[1],"healthcare":[2],"is":[3],"important":[4],"and":[5,10,28,39,47,83,111,125,145],"requires":[6],"identifying":[7],"critical":[8,99],"physicians":[9,54,100,144],"patterns":[11],"among":[12,128],"patients'":[13,77],"consumption":[14],"of":[15,45,50,73,117,137,143],"medications.":[16,75,119],"However,":[17],"currently,":[18],"there":[19],"exists":[20],"little":[21,123],"research":[22,139],"in":[23,56,91,113],"mining":[24],"physicians'":[25,70],"social":[26],"networks":[27],"analyzing":[29,60],"patient":[30,146],"journeys":[31,147],"using":[32,37],"big-data.":[33],"In":[34,62],"this":[35],"paper,":[36],"big-data":[38],"data-mining,":[40],"we":[41,64,79,121],"model":[42],"the":[43,57,81,92,135],"diffusion":[44],"innovation":[46],"adoption":[48,106,141],"behavior":[49,85,142],"pain":[51,74,89,109,118],"medications":[52,90,130],"by":[53,59],"residing":[55],"US":[58],"prescriptions.":[61],"addition,":[63],"use":[65],"time-series":[66],"forecasting":[67],"to":[68],"predict":[69],"continued":[71,115],"acceptance":[72,116],"From":[76],"perspective,":[78],"analyze":[80],"switching":[82,124],"sticking":[84,127],"for":[86,107,131,140],"two":[87],"competing":[88,129],"US.":[93],"Our":[94],"results":[95],"help":[96],"us":[97],"identify":[98],"from":[101],"certain":[102,108],"core":[103],"specialties,":[104],"late":[105],"medications,":[110],"success":[112],"predicting":[114],"Furthermore,":[120],"find":[122],"large":[126],"pain.":[132,149],"We":[133],"highlight":[134],"implications":[136],"our":[138],"through":[148]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}