{"id":"https://openalex.org/W3205903128","doi":"https://doi.org/10.1145/3472301.3484322","title":"Interactive protocol for acquisition of migraine diaries with a mobile app and machine learning data analysis","display_name":"Interactive protocol for acquisition of migraine diaries with a mobile app and machine learning data analysis","publication_year":2021,"publication_date":"2021-10-12","ids":{"openalex":"https://openalex.org/W3205903128","doi":"https://doi.org/10.1145/3472301.3484322","mag":"3205903128"},"language":"en","primary_location":{"id":"doi:10.1145/3472301.3484322","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3472301.3484322","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the XX Brazilian Symposium on Human Factors in Computing Systems","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/A5046710378","display_name":"Tatiane Vieira Alves","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Tatiane Vieira Alves","raw_affiliation_strings":["ICMC, Universidade de S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, BR"],"affiliations":[{"raw_affiliation_string":"ICMC, Universidade de S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, BR","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036563088","display_name":"Kamila Rios da Hora Rodrigues","orcid":"https://orcid.org/0000-0001-9176-8709"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Kamila Rios da Hora Rodrigues","raw_affiliation_strings":["ICMC, Universidade de S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, BR"],"affiliations":[{"raw_affiliation_string":"ICMC, Universidade de S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, BR","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029845097","display_name":"Moacir Antonelli Ponti","orcid":"https://orcid.org/0000-0003-2059-9463"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Moacir Antonelli Ponti","raw_affiliation_strings":["ICMC, Universidade de S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, BR"],"affiliations":[{"raw_affiliation_string":"ICMC, Universidade de S\u00e3o Paulo, S\u00e3o Carlos, S\u00e3o Paulo, BR","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046710378"],"corresponding_institution_ids":["https://openalex.org/I17974374"],"apc_list":null,"apc_paid":null,"fwci":0.1511,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49559012,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10498","display_name":"Migraine and Headache Studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10498","display_name":"Migraine and Headache Studies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11456","display_name":"Neuroscience of respiration and sleep","score":0.9472000002861023,"subfield":{"id":"https://openalex.org/subfields/2807","display_name":"Endocrine and Autonomic Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10971","display_name":"Olfactory and Sensory Function Studies","score":0.9466000199317932,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.7403613924980164},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6972122192382812},{"id":"https://openalex.org/keywords/migraine","display_name":"Migraine","score":0.6422431468963623},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.6104001998901367},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.44110536575317383},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4134473204612732},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36320430040359497},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3283516764640808},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.24063342809677124},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19757583737373352},{"id":"https://openalex.org/keywords/alternative-medicine","display_name":"Alternative medicine","score":0.09133172035217285}],"concepts":[{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.7403613924980164},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6972122192382812},{"id":"https://openalex.org/C2778541695","wikidata":"https://www.wikidata.org/wiki/Q133823","display_name":"Migraine","level":2,"score":0.6422431468963623},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.6104001998901367},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.44110536575317383},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4134473204612732},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36320430040359497},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3283516764640808},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24063342809677124},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19757583737373352},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.09133172035217285},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3472301.3484322","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3472301.3484322","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the XX Brazilian Symposium on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W317957491","https://openalex.org/W614205468","https://openalex.org/W1603155066","https://openalex.org/W1919930754","https://openalex.org/W1964146567","https://openalex.org/W1984988582","https://openalex.org/W1991931408","https://openalex.org/W2005558043","https://openalex.org/W2010775727","https://openalex.org/W2028017327","https://openalex.org/W2028691963","https://openalex.org/W2087030391","https://openalex.org/W2092629205","https://openalex.org/W2122210511","https://openalex.org/W2286862607","https://openalex.org/W2325770952","https://openalex.org/W2478911292","https://openalex.org/W2500118862","https://openalex.org/W2737298787","https://openalex.org/W2752327549","https://openalex.org/W2770346636","https://openalex.org/W2775770391","https://openalex.org/W2792827399","https://openalex.org/W2887418188","https://openalex.org/W2889956106","https://openalex.org/W2892762767","https://openalex.org/W2895868360","https://openalex.org/W2979794051","https://openalex.org/W3010534631","https://openalex.org/W4241363768","https://openalex.org/W4293417080","https://openalex.org/W4320002601"],"related_works":["https://openalex.org/W2417298702","https://openalex.org/W2035274043","https://openalex.org/W2052935256","https://openalex.org/W2094030539","https://openalex.org/W2409692956","https://openalex.org/W2117659224","https://openalex.org/W2503191148","https://openalex.org/W2092748655","https://openalex.org/W4380899684","https://openalex.org/W4388246100"],"abstract_inverted_index":{"Migraine":[0],"is":[1,17],"a":[2,10,66,80,98,108,115,154],"phenomenon":[3],"that":[4,20,52,78,157],"affects":[5],"thousands":[6],"of":[7,110,124,138],"people":[8],"on":[9],"daily":[11],"basis":[12],"around":[13],"the":[14,56,74,121,128,139,145,169],"world.":[15],"It":[16],"not":[18],"surprising":[19],"many":[21],"studies":[22],"have":[23],"been":[24],"carried":[25],"out":[26],"to":[27,49,54,71,158],"better":[28,72,159],"understand":[29,73],"migraine":[30,125],"using":[31,168],"statistical":[32],"and":[33,43,96,107,112,136,149],"machine":[34],"learning":[35],"techniques.":[36],"Since":[37],"such":[38,65,153],"analysis":[39],"needs":[40],"both":[41],"good-quality":[42],"sufficient":[44],"data,":[45],"it":[46],"becomes":[47],"important":[48,147],"investigate":[50],"tools":[51],"allow":[53,69],"improve":[55],"data":[57,61,101],"collection":[58,102],"protocol.":[59],"A":[60],"acquisition":[62],"tailored":[63],"for":[64,88,100],"problem":[67],"would":[68],"us":[70],"most":[75,146],"determinant":[76],"triggers":[77,126],"precede":[79],"migratory":[81],"crisis,":[82],"especially":[83],"because":[84],"those":[85],"vary":[86],"significantly":[87],"each":[89],"individual.":[90],"In":[91],"this":[92],"work":[93],"we":[94,119,143],"designed":[95],"evaluated":[97],"protocol":[99,155],"comprising":[103],"an":[104],"initial":[105],"questionnaire":[106],"diary":[109],"habits":[111],"events.":[113],"Using":[114],"decision":[116],"tree":[117],"model,":[118],"found":[120],"main":[122],"domains":[123],"in":[127],"studied":[129],"group":[130],"are":[131],"stress,":[132],"caffeine":[133],"intake,":[134],"sleep":[135],"effects":[137],"environment.":[140],"More":[141],"importantly,":[142],"report":[144],"aspects":[148],"challenges":[150],"when":[151,167],"designing":[152],"so":[156],"engage":[160],"users,":[161],"as":[162,164],"well":[163],"users'":[165],"testimonials":[166],"tool.":[170]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}