{"id":"https://openalex.org/W2787623830","doi":"https://doi.org/10.1007/978-3-319-76587-7_5","title":"Scalable Architecture for Personalized Healthcare Service Recommendation Using Big Data Lake","display_name":"Scalable Architecture for Personalized Healthcare Service Recommendation Using Big Data Lake","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2787623830","doi":"https://doi.org/10.1007/978-3-319-76587-7_5","mag":"2787623830"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-76587-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-76587-7_5","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://vuir.vu.edu.au/37355/1/1802.04105v1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046797885","display_name":"Sarathkumar Rangarajan","orcid":"https://orcid.org/0000-0002-3580-8072"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Sarathkumar Rangarajan","raw_affiliation_strings":["Centre for Applied Informatics, Victoria University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Applied Informatics, Victoria University, Melbourne, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033550181","display_name":"Huai Liu","orcid":"https://orcid.org/0000-0003-3125-4399"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Huai Liu","raw_affiliation_strings":["Centre for Applied Informatics, Victoria University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Applied Informatics, Victoria University, Melbourne, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403969","display_name":"Hua Wang","orcid":"https://orcid.org/0000-0002-8465-0996"},"institutions":[{"id":"https://openalex.org/I174104030","display_name":"Taiyuan Normal University","ror":"https://ror.org/051k00p03","country_code":"CN","type":"education","lineage":["https://openalex.org/I174104030"]},{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Hua Wang","raw_affiliation_strings":["Centre for Applied Informatics, Victoria University, Melbourne, Australia","Taiyuan Normal University, Taiyuan, Shanxi Province, China"],"affiliations":[{"raw_affiliation_string":"Centre for Applied Informatics, Victoria University, Melbourne, Australia","institution_ids":["https://openalex.org/I71270174"]},{"raw_affiliation_string":"Taiyuan Normal University, Taiyuan, Shanxi Province, China","institution_ids":["https://openalex.org/I174104030"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101990520","display_name":"Chuan-Long Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I174104030","display_name":"Taiyuan Normal University","ror":"https://ror.org/051k00p03","country_code":"CN","type":"education","lineage":["https://openalex.org/I174104030"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuan-Long Wang","raw_affiliation_strings":["Taiyuan Normal University, Taiyuan, Shanxi Province, China"],"affiliations":[{"raw_affiliation_string":"Taiyuan Normal University, Taiyuan, Shanxi Province, China","institution_ids":["https://openalex.org/I174104030"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5046797885"],"corresponding_institution_ids":["https://openalex.org/I71270174"],"apc_list":null,"apc_paid":null,"fwci":8.8943,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.97791519,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9968000054359436,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9968000054359436,"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"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9927999973297119,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9789999723434448,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6897684335708618},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6161398887634277},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6139774918556213},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5844326019287109},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5561008453369141},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5051801800727844},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.49020177125930786},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.471794068813324},{"id":"https://openalex.org/keywords/unstructured-data","display_name":"Unstructured data","score":0.4566686451435089},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.44924020767211914},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4316410422325134},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.4261940121650696},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42271408438682556},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.087853342294693}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6897684335708618},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6161398887634277},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6139774918556213},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5844326019287109},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5561008453369141},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5051801800727844},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.49020177125930786},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.471794068813324},{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.4566686451435089},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.44924020767211914},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4316410422325134},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.4261940121650696},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42271408438682556},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.087853342294693},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-319-76587-7_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-76587-7_5","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},{"id":"pmh:oai:eprints.vu.edu.au:37355","is_oa":true,"landing_page_url":"https://vuir.vu.edu.au/37355/","pdf_url":"https://vuir.vu.edu.au/37355/1/1802.04105v1.pdf","source":{"id":"https://openalex.org/S4306400215","display_name":"Victoria University Research Repository (Victoria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I41156924","host_organization_name":"Victoria University of Wellington","host_organization_lineage":["https://openalex.org/I41156924"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:researchbank.swinburne.edu.au:a07cda8b-91bd-4a9d-8c04-0b7273ff6531/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/448214","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lecture Notes in Business Information Processing: Proceedings of the 5th and 6th \u2018Australian Symposium on Service Research and Innovation,\u2019 (ASSRI 2015, ASSRI 2017), Sydney, Australia, 2-3 November 2015 and 19-20 October 2017 / Amin Beheshti, Mustafa Hashmi, Hai Dong, Wei Emma Zhang (eds.), pp. 65-79","raw_type":""}],"best_oa_location":{"id":"pmh:oai:eprints.vu.edu.au:37355","is_oa":true,"landing_page_url":"https://vuir.vu.edu.au/37355/","pdf_url":"https://vuir.vu.edu.au/37355/1/1802.04105v1.pdf","source":{"id":"https://openalex.org/S4306400215","display_name":"Victoria University Research Repository (Victoria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I41156924","host_organization_name":"Victoria University of Wellington","host_organization_lineage":["https://openalex.org/I41156924"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2787623830.pdf"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W56938508","https://openalex.org/W184387631","https://openalex.org/W229682254","https://openalex.org/W336975910","https://openalex.org/W605074669","https://openalex.org/W1533278430","https://openalex.org/W1552792599","https://openalex.org/W1596659783","https://openalex.org/W1928156542","https://openalex.org/W2014226385","https://openalex.org/W2038370668","https://openalex.org/W2053621391","https://openalex.org/W2079892385","https://openalex.org/W2106581202","https://openalex.org/W2109554690","https://openalex.org/W2122754052","https://openalex.org/W2159128662","https://openalex.org/W2160373678","https://openalex.org/W2169608920","https://openalex.org/W2176664831","https://openalex.org/W2197582584","https://openalex.org/W2217205176","https://openalex.org/W2231535319","https://openalex.org/W2265698036","https://openalex.org/W2289208053","https://openalex.org/W2343757201","https://openalex.org/W2406406314","https://openalex.org/W2419180570","https://openalex.org/W2419673715","https://openalex.org/W2424304400","https://openalex.org/W2525221147","https://openalex.org/W2537248456","https://openalex.org/W2547045534","https://openalex.org/W2569163957","https://openalex.org/W2746680339","https://openalex.org/W2767029709","https://openalex.org/W2971087106","https://openalex.org/W3001208697","https://openalex.org/W4230848759","https://openalex.org/W4240986996"],"related_works":["https://openalex.org/W3116168327","https://openalex.org/W3157828377","https://openalex.org/W4377992839","https://openalex.org/W2937168573","https://openalex.org/W2261525379","https://openalex.org/W2162769527","https://openalex.org/W2805468299","https://openalex.org/W4231652189","https://openalex.org/W2889935511","https://openalex.org/W2608358066"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}