{"id":"https://openalex.org/W4224249747","doi":"https://doi.org/10.1007/s42979-022-01092-2","title":"Behavioral Predictive Analytics Towards Personalization for Self-management: a Use Case on Linking Health-Related Social Needs","display_name":"Behavioral Predictive Analytics Towards Personalization for Self-management: a Use Case on Linking Health-Related Social Needs","publication_year":2022,"publication_date":"2022-04-23","ids":{"openalex":"https://openalex.org/W4224249747","doi":"https://doi.org/10.1007/s42979-022-01092-2","pmid":"https://pubmed.ncbi.nlm.nih.gov/35493988"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-022-01092-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-022-01092-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-022-01092-2.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s42979-022-01092-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014984063","display_name":"Bon K. Sy","orcid":"https://orcid.org/0000-0001-8827-2702"},"institutions":[{"id":"https://openalex.org/I111455621","display_name":"Queens College, CUNY","ror":"https://ror.org/03v8adn41","country_code":"US","type":"education","lineage":["https://openalex.org/I111455621"]},{"id":"https://openalex.org/I121847817","display_name":"The Graduate Center, CUNY","ror":"https://ror.org/00awd9g61","country_code":"US","type":"education","lineage":["https://openalex.org/I121847817"]},{"id":"https://openalex.org/I174216632","display_name":"City University of New York","ror":"https://ror.org/00453a208","country_code":"US","type":"education","lineage":["https://openalex.org/I174216632"]},{"id":"https://openalex.org/I4210096394","display_name":"Queens University","ror":"https://ror.org/00strmv13","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210096394"]},{"id":"https://openalex.org/I4210139673","display_name":"Sippa Solutions (United States)","ror":"https://ror.org/04gxzna55","country_code":"US","type":"company","lineage":["https://openalex.org/I4210139673"]}],"countries":["BD","US"],"is_corresponding":true,"raw_author_name":"Bon Sy","raw_affiliation_strings":["Graduate Center/City University of NY, 365 5th Ave, New York, NY 10016 USA","Queens College/City University of NY, 65-30 Kissena Blvd, Queens, NY 11367 USA","SIPPA Solutions, 42-06A Bell Blvd, Queens, NY 11361 USA","Graduate Center/City University of NY, New York, USA","Queens College/City University of NY, Queens, USA","SIPPA Solutions, Queens, USA"],"raw_orcid":"https://orcid.org/0000-0001-8827-2702","affiliations":[{"raw_affiliation_string":"Graduate Center/City University of NY, 365 5th Ave, New York, NY 10016 USA","institution_ids":["https://openalex.org/I121847817","https://openalex.org/I174216632"]},{"raw_affiliation_string":"Queens College/City University of NY, 65-30 Kissena Blvd, Queens, NY 11367 USA","institution_ids":["https://openalex.org/I111455621"]},{"raw_affiliation_string":"SIPPA Solutions, 42-06A Bell Blvd, Queens, NY 11361 USA","institution_ids":["https://openalex.org/I4210096394"]},{"raw_affiliation_string":"Graduate Center/City University of NY, New York, USA","institution_ids":["https://openalex.org/I121847817"]},{"raw_affiliation_string":"Queens College/City University of NY, Queens, USA","institution_ids":["https://openalex.org/I111455621"]},{"raw_affiliation_string":"SIPPA Solutions, Queens, USA","institution_ids":["https://openalex.org/I4210139673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048380623","display_name":"Michael Wassil","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096394","display_name":"Queens University","ror":"https://ror.org/00strmv13","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210096394"]},{"id":"https://openalex.org/I4210139673","display_name":"Sippa Solutions (United States)","ror":"https://ror.org/04gxzna55","country_code":"US","type":"company","lineage":["https://openalex.org/I4210139673"]}],"countries":["BD","US"],"is_corresponding":true,"raw_author_name":"Michael Wassil","raw_affiliation_strings":["SIPPA Solutions, 42-06A Bell Blvd, Queens, NY 11361 USA","SIPPA Solutions, Queens, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SIPPA Solutions, 42-06A Bell Blvd, Queens, NY 11361 USA","institution_ids":["https://openalex.org/I4210096394"]},{"raw_affiliation_string":"SIPPA Solutions, Queens, USA","institution_ids":["https://openalex.org/I4210139673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052628170","display_name":"Helene Connelly","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096394","display_name":"Queens University","ror":"https://ror.org/00strmv13","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210096394"]},{"id":"https://openalex.org/I4210139673","display_name":"Sippa Solutions (United States)","ror":"https://ror.org/04gxzna55","country_code":"US","type":"company","lineage":["https://openalex.org/I4210139673"]}],"countries":["BD","US"],"is_corresponding":true,"raw_author_name":"Helene Connelly","raw_affiliation_strings":["SIPPA Solutions, 42-06A Bell Blvd, Queens, NY 11361 USA","SIPPA Solutions, Queens, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SIPPA Solutions, 42-06A Bell Blvd, Queens, NY 11361 USA","institution_ids":["https://openalex.org/I4210096394"]},{"raw_affiliation_string":"SIPPA Solutions, Queens, USA","institution_ids":["https://openalex.org/I4210139673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039406787","display_name":"Alisha Hassan","orcid":null},"institutions":[{"id":"https://openalex.org/I39694355","display_name":"Hunter College","ror":"https://ror.org/00g2xk477","country_code":"US","type":"education","lineage":["https://openalex.org/I39694355"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alisha Hassan","raw_affiliation_strings":["School of Public Health, Hunter College/City University of NY, New York, NY 10065 USA","School of Public Health, Hunter College/City University of NY, New York, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Health, Hunter College/City University of NY, New York, NY 10065 USA","institution_ids":["https://openalex.org/I39694355"]},{"raw_affiliation_string":"School of Public Health, Hunter College/City University of NY, New York, USA","institution_ids":["https://openalex.org/I39694355"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014984063","https://openalex.org/A5039406787","https://openalex.org/A5048380623","https://openalex.org/A5052628170"],"corresponding_institution_ids":["https://openalex.org/I111455621","https://openalex.org/I121847817","https://openalex.org/I174216632","https://openalex.org/I39694355","https://openalex.org/I4210096394","https://openalex.org/I4210139673"],"apc_list":{"value":2780,"currency":"USD","value_usd":2780},"apc_paid":null,"fwci":0.2651,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.52441614,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"3","issue":"3","first_page":"237","last_page":"237"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9804999828338623,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"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/personalization","display_name":"Personalization","score":0.7737281918525696},{"id":"https://openalex.org/keywords/chatbot","display_name":"Chatbot","score":0.6884168386459351},{"id":"https://openalex.org/keywords/dialog-box","display_name":"Dialog box","score":0.5445114374160767},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.5423066020011902},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.5200604796409607},{"id":"https://openalex.org/keywords/self-management","display_name":"Self-management","score":0.4981803894042969},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.47128692269325256},{"id":"https://openalex.org/keywords/health-management-system","display_name":"Health management system","score":0.432504802942276},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41456156969070435},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4143204092979431},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.36258453130722046},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35302382707595825},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.33248311281204224},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.3311520516872406},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.29754191637039185},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28411316871643066},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2490936815738678},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.150221049785614}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7737281918525696},{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.6884168386459351},{"id":"https://openalex.org/C173853756","wikidata":"https://www.wikidata.org/wiki/Q86915","display_name":"Dialog box","level":2,"score":0.5445114374160767},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.5423066020011902},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.5200604796409607},{"id":"https://openalex.org/C2776933761","wikidata":"https://www.wikidata.org/wiki/Q4117674","display_name":"Self-management","level":2,"score":0.4981803894042969},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.47128692269325256},{"id":"https://openalex.org/C171265473","wikidata":"https://www.wikidata.org/wiki/Q5691117","display_name":"Health management system","level":3,"score":0.432504802942276},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41456156969070435},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4143204092979431},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.36258453130722046},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35302382707595825},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33248311281204224},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.3311520516872406},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.29754191637039185},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28411316871643066},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2490936815738678},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.150221049785614},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s42979-022-01092-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-022-01092-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-022-01092-2.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},{"id":"pmid:35493988","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35493988","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN computer science","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9034646","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9034646","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SN Comput Sci","raw_type":"Text"},{"id":"pmh:oai:academicworks.cuny.edu:qc_pubs-1556","is_oa":false,"landing_page_url":"https://academicworks.cuny.edu/qc_pubs/536","pdf_url":null,"source":{"id":"https://openalex.org/S4377196304","display_name":"CUNY Academic Works (City University of New York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I174216632","host_organization_name":"City University of New York","host_organization_lineage":["https://openalex.org/I174216632"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Publications and Research","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s42979-022-01092-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-022-01092-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-022-01092-2.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4224249747.pdf","grobid_xml":"https://content.openalex.org/works/W4224249747.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1880262756","https://openalex.org/W2026240935","https://openalex.org/W2037457778","https://openalex.org/W2061320251","https://openalex.org/W2067728341","https://openalex.org/W2108688812","https://openalex.org/W2114604379","https://openalex.org/W2133286915","https://openalex.org/W2142210580","https://openalex.org/W2152095411","https://openalex.org/W2167321320","https://openalex.org/W2286621504","https://openalex.org/W2803422933","https://openalex.org/W2855022158","https://openalex.org/W2887089341","https://openalex.org/W2904068103","https://openalex.org/W2907525168","https://openalex.org/W2973226110","https://openalex.org/W3011979506","https://openalex.org/W3019320345","https://openalex.org/W3021638338","https://openalex.org/W3026046871"],"related_works":["https://openalex.org/W2769501189","https://openalex.org/W4315588616","https://openalex.org/W4312773271","https://openalex.org/W2888805565","https://openalex.org/W2962686197","https://openalex.org/W2207653751","https://openalex.org/W3005513013","https://openalex.org/W2611137333","https://openalex.org/W4291700620","https://openalex.org/W4317422773"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2022-04-26T00:00:00"}
