{"id":"https://openalex.org/W2149640234","doi":"https://doi.org/10.1145/2638728.2638816","title":"Evolving health consultancy by predictive caravan health sensing in developing countries","display_name":"Evolving health consultancy by predictive caravan health sensing in developing countries","publication_year":2014,"publication_date":"2014-09-13","ids":{"openalex":"https://openalex.org/W2149640234","doi":"https://doi.org/10.1145/2638728.2638816","mag":"2149640234"},"language":"en","primary_location":{"id":"doi:10.1145/2638728.2638816","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2638728.2638816","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication","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/A5057325697","display_name":"Eiko Kai","orcid":null},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Eiko Kai","raw_affiliation_strings":["Kyushu University, Nishi-ku, Fukuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Kyushu University, Nishi-ku, Fukuoka, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100642602","display_name":"Ashir Ahmed","orcid":"https://orcid.org/0000-0002-8125-471X"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ashir Ahmed","raw_affiliation_strings":["Kyushu University, Nishi-ku, Fukuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Kyushu University, Nishi-ku, Fukuoka, Japan","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105268895","display_name":"Sozo Inoue","orcid":null},"institutions":[{"id":"https://openalex.org/I207014233","display_name":"Kyushu Institute of Technology","ror":"https://ror.org/02278tr80","country_code":"JP","type":"education","lineage":["https://openalex.org/I207014233"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Sozo Inoue","raw_affiliation_strings":["Kyushu Institute of Technology, Tobata-ku, Kitakyushu, Japan"],"affiliations":[{"raw_affiliation_string":"Kyushu Institute of Technology, Tobata-ku, Kitakyushu, Japan","institution_ids":["https://openalex.org/I207014233"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032313850","display_name":"Atsushi Taniguchi","orcid":"https://orcid.org/0000-0001-5500-0671"},"institutions":[{"id":"https://openalex.org/I207014233","display_name":"Kyushu Institute of Technology","ror":"https://ror.org/02278tr80","country_code":"JP","type":"education","lineage":["https://openalex.org/I207014233"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Atsushi Taniguchi","raw_affiliation_strings":["Kyushu Institute of Technology, Tobata-ku, Kitakyushu, Japan"],"affiliations":[{"raw_affiliation_string":"Kyushu Institute of Technology, Tobata-ku, Kitakyushu, Japan","institution_ids":["https://openalex.org/I207014233"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040204315","display_name":"Yasunobu Nohara","orcid":"https://orcid.org/0000-0002-2805-6597"},"institutions":[{"id":"https://openalex.org/I4210097767","display_name":"Kyushu University Hospital","ror":"https://ror.org/00ex2fc97","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I135598925","https://openalex.org/I4210097767"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasunobu Nohara","raw_affiliation_strings":["Kyushu University Hospital, Maidashi, Higashi-ku, Fukuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Kyushu University Hospital, Maidashi, Higashi-ku, Fukuoka, Japan","institution_ids":["https://openalex.org/I4210097767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007176673","display_name":"Naoki Nakashima","orcid":"https://orcid.org/0000-0003-4926-8772"},"institutions":[{"id":"https://openalex.org/I4210097767","display_name":"Kyushu University Hospital","ror":"https://ror.org/00ex2fc97","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I135598925","https://openalex.org/I4210097767"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Naoki Nakashima","raw_affiliation_strings":["Kyushu University Hospital, Maidashi, Higashi-ku, Fukuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Kyushu University Hospital, Maidashi, Higashi-ku, Fukuoka, Japan","institution_ids":["https://openalex.org/I4210097767"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056438865","display_name":"Masaru Kitsuregawa","orcid":"https://orcid.org/0000-0003-4027-2994"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masaru Kitsuregawa","raw_affiliation_strings":["The University of Tokyo, Komaba, Meguro-ku, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo, Komaba, Meguro-ku, Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5057325697"],"corresponding_institution_ids":["https://openalex.org/I135598925"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.1193584,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1225","last_page":"1232"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9549000263214111,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9549000263214111,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9448000192642212,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9334999918937683,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/delegate","display_name":"Delegate","score":0.9691081643104553},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.9041776657104492},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7403639554977417},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.738470196723938},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6263042688369751},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5818997025489807},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4689585268497467},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3492944836616516},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.33640429377555847},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3271615505218506},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.32378190755844116},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19713953137397766},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07531097531318665},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.06539449095726013}],"concepts":[{"id":"https://openalex.org/C143273055","wikidata":"https://www.wikidata.org/wiki/Q2382794","display_name":"Delegate","level":2,"score":0.9691081643104553},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.9041776657104492},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7403639554977417},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.738470196723938},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6263042688369751},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5818997025489807},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4689585268497467},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3492944836616516},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.33640429377555847},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3271615505218506},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.32378190755844116},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19713953137397766},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07531097531318665},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.06539449095726013},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2638728.2638816","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2638728.2638816","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication","raw_type":"proceedings-article"},{"id":"pmh:oai:irdb.nii.ac.jp:01216:0007233142","is_oa":false,"landing_page_url":"https://kyutech.repo.nii.ac.jp/records/2002181","pdf_url":null,"source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"UbiComp '14 Adjunct: Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication","raw_type":"journal article"},{"id":"pmh:oai:kyutech.repo.nii.ac.jp:02002181","is_oa":false,"landing_page_url":"http://hdl.handle.net/10228/0002002181","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"NA"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.5299999713897705,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1561437312","https://openalex.org/W1992389708","https://openalex.org/W1995687988","https://openalex.org/W2002514548","https://openalex.org/W2009167374","https://openalex.org/W2030068022","https://openalex.org/W2030393939","https://openalex.org/W2033473905","https://openalex.org/W2109946624","https://openalex.org/W2115876615","https://openalex.org/W2125305151","https://openalex.org/W2136709565","https://openalex.org/W2142439969","https://openalex.org/W2146739259","https://openalex.org/W2164774378","https://openalex.org/W2394666798","https://openalex.org/W2397521154","https://openalex.org/W6600025118"],"related_works":["https://openalex.org/W2031284701","https://openalex.org/W3141203889","https://openalex.org/W1969486489","https://openalex.org/W2156039046","https://openalex.org/W2418771911","https://openalex.org/W2994187804","https://openalex.org/W2960441665","https://openalex.org/W2070558560","https://openalex.org/W2025937185","https://openalex.org/W2226613040"],"abstract_inverted_index":{"In":[0,39,78],"this":[1,79],"paper,":[2,80],"we":[3,64,81],"introduce":[4],"the":[5,10,13,49,52,57,60,87,92,97,101,106,114,119,122,127,133,138,143],"predictive":[6,17],"way":[7],"to":[8,66,71,85,104,108],"evolve":[9],"process":[11,54],"of":[12,51,56,69,89,100,121,124,137],"health":[14,25,33,40,44,72,109],"consultancy":[15,26,41,135],"by":[16],"methods":[18],"with":[19,31,42,147,154],"machine":[20],"learning.":[21],"We":[22,116,141],"have":[23,131],"tried":[24],"for":[27],"over":[28],"22,000":[29],"patients":[30,129],"caravan":[32,43],"sensing":[34],"in":[35,112],"Bangladesh":[36],"during":[37],"2012-2014.":[38],"sensing,":[45],"doctors'":[46,134],"task":[47,107],"becomes":[48],"bottleneck":[50],"whole":[53],"because":[55],"cost":[58],"and":[59,63,96,103,149,152],"huge":[61],"workload,":[62],"try":[65],"delegate":[67,105],"some":[68],"them":[70],"workers":[73],"who":[74,130],"are":[75],"less":[76],"skilled.":[77],"propose":[82],"a":[83],"method":[84],"predict":[86,144],"advices":[88,125],"doctors":[90],"from":[91,126],"inquiry,":[93],"vital":[94,150],"data,":[95,151],"chief":[98,156],"complaints":[99,157],"patients,":[102],"workers,":[110],"resulting":[111],"eliminating":[113],"bottleneck.":[115],"also":[117],"evaluate":[118],"accuracy":[120,145],"prediction":[123],"931":[128],"taken":[132],"out":[136],"above":[139],"experiment.":[140],"got":[142],"76.24%":[146],"inquiry":[148],"82.55%":[153],"adding":[155],"data.":[158]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
