{"id":"https://openalex.org/W2945646200","doi":"https://doi.org/10.1145/3320326.3320366","title":"Intelligent Decision Making for Depression Prevention and Detection based on AHP","display_name":"Intelligent Decision Making for Depression Prevention and Detection based on AHP","publication_year":2019,"publication_date":"2019-03-27","ids":{"openalex":"https://openalex.org/W2945646200","doi":"https://doi.org/10.1145/3320326.3320366","mag":"2945646200"},"language":"en","primary_location":{"id":"doi:10.1145/3320326.3320366","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3320326.3320366","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Networking, Information Systems &amp; Security","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/A5071442093","display_name":"Chaymae Benfares","orcid":"https://orcid.org/0000-0003-3921-0681"},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Chaymae Benfares","raw_affiliation_strings":["Systems Engineering Laboratory ENSA, Ibn Tofail University Kenitra, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Systems Engineering Laboratory ENSA, Ibn Tofail University Kenitra, Morocco","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059771112","display_name":"Youn\u00e8s El Bouzekri El Idrissi","orcid":"https://orcid.org/0000-0003-4018-437X"},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Youn\u00e8s El Bouzekri El Idrissi","raw_affiliation_strings":["Systems Engineering Laboratory ENSA, Ibn Tofail University Kenitra, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Systems Engineering Laboratory ENSA, Ibn Tofail University Kenitra, Morocco","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057631694","display_name":"Karim Hamid","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091090","display_name":"Centre Hospitalier Universitaire Mohammed VI","ror":"https://ror.org/009nscf91","country_code":"MA","type":"healthcare","lineage":["https://openalex.org/I4210091090"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Karim Hamid","raw_affiliation_strings":["Center for Oncology and Hematology CHU mohammed VI Marrakech, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Oncology and Hematology CHU mohammed VI Marrakech, Morocco","institution_ids":["https://openalex.org/I4210091090"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3285,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.71243371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.7081000208854675,"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":0.7081000208854675,"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/T14414","display_name":"Artificial Intelligence in Education","score":0.6486999988555908,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13748","display_name":"Advanced Statistical Modeling Techniques","score":0.6349999904632568,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/depression","display_name":"Depression (economics)","score":0.6723927855491638},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.6186459064483643},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5990538597106934},{"id":"https://openalex.org/keywords/multitude","display_name":"Multitude","score":0.549638032913208},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4749712646007538},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.42398035526275635},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4198644459247589},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.40397852659225464},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.3609733283519745},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3366355299949646},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.3311951756477356},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.14920592308044434},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.14161446690559387},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1043541431427002}],"concepts":[{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.6723927855491638},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.6186459064483643},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5990538597106934},{"id":"https://openalex.org/C2780565519","wikidata":"https://www.wikidata.org/wiki/Q1208937","display_name":"Multitude","level":2,"score":0.549638032913208},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4749712646007538},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.42398035526275635},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4198644459247589},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.40397852659225464},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.3609733283519745},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3366355299949646},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.3311951756477356},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.14920592308044434},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.14161446690559387},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1043541431427002},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3320326.3320366","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3320326.3320366","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Networking, Information Systems &amp; Security","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1524771255","https://openalex.org/W1871214897","https://openalex.org/W2080587426","https://openalex.org/W2566705691","https://openalex.org/W2753011328","https://openalex.org/W2767987256","https://openalex.org/W2780390454","https://openalex.org/W2791852209","https://openalex.org/W2796492992","https://openalex.org/W2807748101","https://openalex.org/W2829464462","https://openalex.org/W2884506728","https://openalex.org/W2911997312","https://openalex.org/W6811673464"],"related_works":["https://openalex.org/W2417432647","https://openalex.org/W2371114124","https://openalex.org/W2168950483","https://openalex.org/W1975110769","https://openalex.org/W2378535610","https://openalex.org/W4213029470","https://openalex.org/W2798951784","https://openalex.org/W657803122","https://openalex.org/W3121744968","https://openalex.org/W2088098466"],"abstract_inverted_index":{"Mental":[0],"disorders":[1,29,36],"are":[2,48],"a":[3,31,78,97,139,171],"broad":[4],"set":[5],"of":[6,14,24,34,39,57,63,84,90,104,124,151,181],"problems,":[7],"with":[8,44,175],"different":[9],"symptoms,":[10],"reflecting":[11],"the":[12,17,25,37,54,58,61,68,86,102,113,122,130,145,155,163,166,179,182],"existence":[13],"dysfunction":[15],"in":[16,42,93,101,126,159],"psychological":[18,28],"processes,":[19],"specifically":[20],"depression":[21,91,125],"is":[22],"one":[23],"most":[26],"common":[27],"and":[30,60,88,120,138,149,177],"leading":[32],"cause":[33],"mental":[35],"burden":[38],"morbidity,":[40],"especially":[41],"patients":[43,95],"cancer,":[45],"because":[46,56],"they":[47],"more":[49],"likely":[50],"to":[51,53,153,161,169],"succumb":[52],"disease,":[55],"diversity":[59],"multitude":[62],"diagnostic":[64,157],"criteria,":[65,158],"which":[66],"makes":[67],"situation":[69],"very":[70,79,98],"complex,":[71],"therefore,":[72],"decision-making":[73,115,132],"by":[74],"clinicians":[75,164],"will":[76],"be":[77],"difficult":[80],"task.":[81],"In":[82,107],"behalf":[83],"that":[85],"prevention":[87],"follow-up":[89],"trends":[92],"cancer":[94,127],"play":[96],"important":[99],"role":[100],"quality":[103],"their":[105,185],"treatment.":[106],"this":[108,110],"regard,":[109],"paper":[111],"presents":[112],"intelligent":[114],"framework":[116],"for":[117,142,147],"automatically":[118],"monitoring":[119],"predicting":[121],"level":[123],"patients,":[128,176],"using":[129],"multi-criteria":[131],"AHP":[133],"(Analytic":[134],"Hierarchy":[135],"Process)":[136],"approach,":[137],"data":[140],"sheet":[141],"diagnosis":[143],"form":[144],"Center":[146],"Oncology":[148],"Hematology":[150],"CHU,":[152],"extract":[154],"main":[156],"order":[160],"help":[162],"select":[165],"best":[167],"decision,":[168],"ensure":[170],"better":[172],"follow":[173],"up":[174],"reduce":[178],"suffering":[180],"disease":[183],"on":[184],"psychology.":[186]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
