{"id":"https://openalex.org/W2517094858","doi":"https://doi.org/10.4018/ijdsst.2016100103","title":"De-Identification of Unstructured Textual Data using Artificial Immune System for Privacy Preserving","display_name":"De-Identification of Unstructured Textual Data using Artificial Immune System for Privacy Preserving","publication_year":2016,"publication_date":"2016-08-30","ids":{"openalex":"https://openalex.org/W2517094858","doi":"https://doi.org/10.4018/ijdsst.2016100103","mag":"2517094858"},"language":"en","primary_location":{"id":"doi:10.4018/ijdsst.2016100103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijdsst.2016100103","pdf_url":null,"source":{"id":"https://openalex.org/S204805982","display_name":"International Journal of Decision Support System Technology","issn_l":"1941-6296","issn":["1941-6296","1941-630X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Decision Support System Technology","raw_type":"journal-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/A5087306694","display_name":"Amine Rahmani","orcid":"https://orcid.org/0000-0001-7256-1737"},"institutions":[{"id":"https://openalex.org/I4210148060","display_name":"Universit\u00e9 de Saida Dr.Moulay Tahar","ror":"https://ror.org/03mwqca46","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210148060"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Amine Rahmani","raw_affiliation_strings":["Department of Computer Science, Dr. Tahar Moulay University of Saida, Saida, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Dr. Tahar Moulay University of Saida, Saida, Algeria","institution_ids":["https://openalex.org/I4210148060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088665937","display_name":"Abdelmalek Amine","orcid":"https://orcid.org/0000-0001-9327-7903"},"institutions":[{"id":"https://openalex.org/I4210148060","display_name":"Universit\u00e9 de Saida Dr.Moulay Tahar","ror":"https://ror.org/03mwqca46","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210148060"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Abdelmalek Amine","raw_affiliation_strings":["Department of Computer Science, Dr. Tahar Moulay University of Saida, Saida, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Dr. Tahar Moulay University of Saida, Saida, Algeria","institution_ids":["https://openalex.org/I4210148060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057570891","display_name":"Reda Mohamed Hamou","orcid":"https://orcid.org/0000-0002-0388-1275"},"institutions":[{"id":"https://openalex.org/I4210148060","display_name":"Universit\u00e9 de Saida Dr.Moulay Tahar","ror":"https://ror.org/03mwqca46","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210148060"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Reda Mohamed Hamou","raw_affiliation_strings":["Department of Computer Science, Dr. Tahar Moulay University of Saida, Saida, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Dr. Tahar Moulay University of Saida, Saida, Algeria","institution_ids":["https://openalex.org/I4210148060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086986583","display_name":"Mohamed Amine Boudia","orcid":"https://orcid.org/0000-0002-9913-0432"},"institutions":[{"id":"https://openalex.org/I4210148060","display_name":"Universit\u00e9 de Saida Dr.Moulay Tahar","ror":"https://ror.org/03mwqca46","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210148060"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mohamed Amine Boudia","raw_affiliation_strings":["Department of Computer Science, Dr. Tahar Moulay University of Saida, Saida, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Dr. Tahar Moulay University of Saida, Saida, Algeria","institution_ids":["https://openalex.org/I4210148060"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074447861","display_name":"Hadj Ahmed Bouarara","orcid":"https://orcid.org/0000-0002-4973-4385"},"institutions":[{"id":"https://openalex.org/I4210148060","display_name":"Universit\u00e9 de Saida Dr.Moulay Tahar","ror":"https://ror.org/03mwqca46","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210148060"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Hadj Ahmed Bouarara","raw_affiliation_strings":["GeCoDe laboratory, Department of Computer Sciences, Dr. Tahar Moulay University of Saida, Algeria"],"raw_orcid":"https://orcid.org/0000-0002-4973-4385","affiliations":[{"raw_affiliation_string":"GeCoDe laboratory, Department of Computer Sciences, Dr. Tahar Moulay University of Saida, Algeria","institution_ids":["https://openalex.org/I4210148060"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087306694"],"corresponding_institution_ids":["https://openalex.org/I4210148060"],"apc_list":null,"apc_paid":null,"fwci":0.4417,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79423704,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"8","issue":"4","first_page":"34","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12943","display_name":"COVID-19 Digital Contact Tracing","score":0.9911999702453613,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8587654829025269},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7728391885757446},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6797178983688354},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6223920583724976},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5696146488189697},{"id":"https://openalex.org/keywords/artificial-immune-system","display_name":"Artificial immune system","score":0.5343697667121887},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4890521466732025},{"id":"https://openalex.org/keywords/unstructured-data","display_name":"Unstructured data","score":0.46344637870788574},{"id":"https://openalex.org/keywords/tipping-point","display_name":"Tipping point (physics)","score":0.432053804397583},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3439946174621582},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3374096751213074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3056744635105133},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.202774316072464}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8587654829025269},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7728391885757446},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6797178983688354},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6223920583724976},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5696146488189697},{"id":"https://openalex.org/C93768804","wikidata":"https://www.wikidata.org/wiki/Q2518735","display_name":"Artificial immune system","level":2,"score":0.5343697667121887},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4890521466732025},{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.46344637870788574},{"id":"https://openalex.org/C114725131","wikidata":"https://www.wikidata.org/wiki/Q190837","display_name":"Tipping point (physics)","level":2,"score":0.432053804397583},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3439946174621582},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3374096751213074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3056744635105133},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.202774316072464},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijdsst.2016100103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijdsst.2016100103","pdf_url":null,"source":{"id":"https://openalex.org/S204805982","display_name":"International Journal of Decision Support System Technology","issn_l":"1941-6296","issn":["1941-6296","1941-630X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Decision Support System Technology","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jdsst0:v:8:y:2016:i:4:p:34-49","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJDSST.2016100103","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1980164696","https://openalex.org/W1986097219","https://openalex.org/W2000975201","https://openalex.org/W2010997395","https://openalex.org/W2021641767","https://openalex.org/W2036596406","https://openalex.org/W2074464481","https://openalex.org/W2096899416","https://openalex.org/W2119047901","https://openalex.org/W2123357677","https://openalex.org/W2128128412","https://openalex.org/W2142406320","https://openalex.org/W2148059418","https://openalex.org/W2151376632","https://openalex.org/W2153854364","https://openalex.org/W2158551678","https://openalex.org/W2159024459","https://openalex.org/W2160987310","https://openalex.org/W2186058360","https://openalex.org/W2222592774","https://openalex.org/W2504208923"],"related_works":["https://openalex.org/W1582112035","https://openalex.org/W3157828377","https://openalex.org/W2468296273","https://openalex.org/W4377992839","https://openalex.org/W2937168573","https://openalex.org/W2261525379","https://openalex.org/W2805468299","https://openalex.org/W4231652189","https://openalex.org/W2608358066","https://openalex.org/W1480015522"],"abstract_inverted_index":{"The":[0,119],"development":[1,88],"of":[2,14,25,43,54,60,89,114,124,147,164,166,177],"new":[3,33],"technologies":[4,16],"has":[5,30,100],"led":[6],"the":[7,18,23,41,87,112,144,148,156,169],"world":[8],"into":[9],"a":[10,69,102,159],"tipping":[11],"point.":[12],"One":[13],"these":[15],"is":[17],"big":[19],"data":[20,29,56,67,75],"which":[21],"made":[22],"revolution":[24],"computer":[26],"sciences.":[27],"Big":[28],"come":[31],"with":[32,137],"challenges.":[34],"These":[35,74],"challenges":[36],"can":[37,50,80,93],"be":[38],"resumed":[39],"in":[40,57,72,116,162],"aim":[42],"creating":[44],"scalable":[45],"and":[46,95,129,133,175],"efficient":[47],"services":[48],"that":[49,79,92],"treat":[51],"huge":[52],"amounts":[53],"heterogeneous":[55],"small":[58],"scale":[59],"time":[61,176],"while":[62],"preserving":[63],"users'":[64],"privacy.":[65],"Textual":[66],"occupy":[68],"wide":[70],"space":[71],"internet.":[73],"could":[76],"contain":[77],"information":[78,99,146],"lead":[81],"to":[82,131],"identify":[83],"users.":[84],"For":[85],"that,":[86],"such":[90],"approaches":[91],"detect":[94,132],"remove":[96],"any":[97],"identifiable":[98,135],"become":[101],"critical":[103],"research":[104],"area":[105],"known":[106],"as":[107],"de-identification.":[108],"This":[109],"paper":[110],"tackle":[111],"problem":[113],"privacy":[115],"textual":[117],"data.":[118],"authors'":[120],"proposed":[121],"approach":[122],"consists":[123],"using":[125,143],"artificial":[126],"immune":[127],"systems":[128],"MapReduce":[130],"hide":[134],"words":[136],"no":[138],"matter":[139],"on":[140],"their":[141],"variants":[142],"personnel":[145],"user":[149],"from":[150],"his":[151],"profile.":[152],"After":[153],"many":[154],"experiments,":[155],"system":[157],"shows":[158],"high":[160],"efficiency":[161],"term":[163],"number":[165],"detected":[167],"words,":[168],"way":[170],"they":[171],"are":[172],"hided":[173],"with,":[174],"execution.":[178]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}