{"id":"https://openalex.org/W2734936460","doi":"https://doi.org/10.1007/978-3-319-51394-2_25","title":"From Ads to Interventions: Contextual Bandits in Mobile Health","display_name":"From Ads to Interventions: Contextual Bandits in Mobile Health","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2734936460","doi":"https://doi.org/10.1007/978-3-319-51394-2_25","mag":"2734936460"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-51394-2_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-51394-2_25","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Health","raw_type":"book-chapter"},"type":"book-chapter","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/A5051918150","display_name":"Ambuj Tewari","orcid":"https://orcid.org/0000-0001-6969-7844"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ambuj Tewari","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070589969","display_name":"Susan A. Murphy","orcid":"https://orcid.org/0000-0002-2032-4286"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Susan A. Murphy","raw_affiliation_strings":["Department of Statistics, University of Michigan, Ann Arbor, Michigan, USA","University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Michigan, Ann Arbor, Michigan, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":57.4318,"has_fulltext":false,"cited_by_count":137,"citation_normalized_percentile":{"value":0.99898771,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"495","last_page":"517"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9998999834060669,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9998999834060669,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9646000266075134,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.9343000054359436,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.7469868659973145},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7172074317932129},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7060695290565491},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5925235748291016},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4913005232810974},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.4191475212574005},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4156160354614258},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20260092616081238}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.7469868659973145},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7172074317932129},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7060695290565491},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5925235748291016},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4913005232810974},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.4191475212574005},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4156160354614258},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20260092616081238},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-51394-2_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-51394-2_25","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Health","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W1487320471","https://openalex.org/W1510812122","https://openalex.org/W1565914110","https://openalex.org/W1579652926","https://openalex.org/W1595135966","https://openalex.org/W1618543586","https://openalex.org/W1687714866","https://openalex.org/W1720450983","https://openalex.org/W1809653203","https://openalex.org/W1917528016","https://openalex.org/W1977291399","https://openalex.org/W1986842597","https://openalex.org/W1994382727","https://openalex.org/W1994857208","https://openalex.org/W1998774480","https://openalex.org/W2004971231","https://openalex.org/W2006733863","https://openalex.org/W2057050711","https://openalex.org/W2065398693","https://openalex.org/W2066153095","https://openalex.org/W2069129115","https://openalex.org/W2077902449","https://openalex.org/W2091929427","https://openalex.org/W2098258765","https://openalex.org/W2101467810","https://openalex.org/W2103715332","https://openalex.org/W2107822634","https://openalex.org/W2108114251","https://openalex.org/W2112420033","https://openalex.org/W2113065326","https://openalex.org/W2117593143","https://openalex.org/W2118980425","https://openalex.org/W2119850747","https://openalex.org/W2124846360","https://openalex.org/W2138859735","https://openalex.org/W2138909795","https://openalex.org/W2141514451","https://openalex.org/W2146807381","https://openalex.org/W2148224612","https://openalex.org/W2148434045","https://openalex.org/W2149721706","https://openalex.org/W2158125716","https://openalex.org/W2160163723","https://openalex.org/W2164831377","https://openalex.org/W2164985671","https://openalex.org/W2166253248","https://openalex.org/W2171544601","https://openalex.org/W2176568029","https://openalex.org/W2186512312","https://openalex.org/W2189156363","https://openalex.org/W2280871286","https://openalex.org/W2281970206","https://openalex.org/W2293743194","https://openalex.org/W2317700292","https://openalex.org/W2474213459","https://openalex.org/W2499002200","https://openalex.org/W2523153599","https://openalex.org/W2551004485","https://openalex.org/W2583085944","https://openalex.org/W2950496327","https://openalex.org/W2951403958","https://openalex.org/W2964297722","https://openalex.org/W3100895096","https://openalex.org/W3106017199","https://openalex.org/W3106279838","https://openalex.org/W3123604238","https://openalex.org/W4214481829","https://openalex.org/W4254630254"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3031039437","https://openalex.org/W3095877357","https://openalex.org/W183202219","https://openalex.org/W2072565696","https://openalex.org/W10861731","https://openalex.org/W2050451745"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":27},{"year":2020,"cited_by_count":29},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}