{"id":"https://openalex.org/W7127959931","doi":"https://doi.org/10.25088/complexsystems.34.4.401","title":"A Network Agent-Based Model for Moroccan Inbound Tourism: Incorporating Social Influence in the Decision-Making Process","display_name":"A Network Agent-Based Model for Moroccan Inbound Tourism: Incorporating Social Influence in the Decision-Making Process","publication_year":2026,"publication_date":"2026-01-31","ids":{"openalex":"https://openalex.org/W7127959931","doi":"https://doi.org/10.25088/complexsystems.34.4.401"},"language":null,"primary_location":{"id":"doi:10.25088/complexsystems.34.4.401","is_oa":true,"landing_page_url":"https://doi.org/10.25088/complexsystems.34.4.401","pdf_url":"https://content.wolfram.com/sites/13/2026/02/34-4-3.pdf","source":{"id":"https://openalex.org/S102748110","display_name":"Complex Systems","issn_l":"0891-2513","issn":["0891-2513"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://content.wolfram.com/sites/13/2026/02/34-4-3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092122176","display_name":"Smahane Jebraoui","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Smahane Jebraoui","raw_affiliation_strings":["Faculty of Science , Ibnou Zohr University Agadir , Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science , Ibnou Zohr University Agadir , Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125179957","display_name":"Sidati Khabid","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Sidati Khabid","raw_affiliation_strings":["EST Laayoune , Ibnou Zohr University Agadir , Morocco Polydisciplinary Faculty of Taza ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EST Laayoune , Ibnou Zohr University Agadir , Morocco Polydisciplinary Faculty of Taza ,","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022389434","display_name":"Mohamed Nemiche","orcid":"https://orcid.org/0000-0002-2249-7308"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Nemiche","raw_affiliation_strings":["Sidi Mohamed Ben Abdellah University Fez , Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sidi Mohamed Ben Abdellah University Fez , Morocco","institution_ids":["https://openalex.org/I81605866"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13824888,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"34","issue":"4","first_page":"401","last_page":"424"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.40639999508857727,"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"}},"topics":[{"id":"https://openalex.org/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.40639999508857727,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.04320000112056732,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.04170000180602074,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.7706000208854675},{"id":"https://openalex.org/keywords/visitor-pattern","display_name":"Visitor pattern","score":0.6277999877929688},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5802000164985657},{"id":"https://openalex.org/keywords/promotion","display_name":"Promotion (chess)","score":0.557699978351593},{"id":"https://openalex.org/keywords/appeal","display_name":"Appeal","score":0.5310999751091003},{"id":"https://openalex.org/keywords/destinations","display_name":"Destinations","score":0.4745999872684479},{"id":"https://openalex.org/keywords/social-influence","display_name":"Social influence","score":0.45989999175071716}],"concepts":[{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.7706000208854675},{"id":"https://openalex.org/C48947383","wikidata":"https://www.wikidata.org/wiki/Q830719","display_name":"Visitor pattern","level":2,"score":0.6277999877929688},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5802000164985657},{"id":"https://openalex.org/C98147612","wikidata":"https://www.wikidata.org/wiki/Q215599","display_name":"Promotion (chess)","level":3,"score":0.557699978351593},{"id":"https://openalex.org/C2778449503","wikidata":"https://www.wikidata.org/wiki/Q329777","display_name":"Appeal","level":2,"score":0.5310999751091003},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5069000124931335},{"id":"https://openalex.org/C2776687071","wikidata":"https://www.wikidata.org/wiki/Q5265193","display_name":"Destinations","level":3,"score":0.4745999872684479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4722000062465668},{"id":"https://openalex.org/C131158328","wikidata":"https://www.wikidata.org/wiki/Q1307337","display_name":"Social influence","level":2,"score":0.45989999175071716},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.41929998993873596},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.38449999690055847},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3564000129699707},{"id":"https://openalex.org/C67469775","wikidata":"https://www.wikidata.org/wiki/Q304922","display_name":"Social dynamics","level":2,"score":0.3310999870300293},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.32420000433921814},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3151000142097473},{"id":"https://openalex.org/C2992285014","wikidata":"https://www.wikidata.org/wiki/Q570116","display_name":"Tourist destinations","level":4,"score":0.2897999882698059},{"id":"https://openalex.org/C2778734068","wikidata":"https://www.wikidata.org/wiki/Q1344240","display_name":"Sustainable tourism","level":3,"score":0.2858000099658966},{"id":"https://openalex.org/C60671577","wikidata":"https://www.wikidata.org/wiki/Q210272","display_name":"Cultural heritage","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C2987946170","wikidata":"https://www.wikidata.org/wiki/Q853725","display_name":"Social relationship","level":2,"score":0.2614000141620636},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.2599000036716461}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.25088/complexsystems.34.4.401","is_oa":true,"landing_page_url":"https://doi.org/10.25088/complexsystems.34.4.401","pdf_url":"https://content.wolfram.com/sites/13/2026/02/34-4-3.pdf","source":{"id":"https://openalex.org/S102748110","display_name":"Complex Systems","issn_l":"0891-2513","issn":["0891-2513"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.25088/complexsystems.34.4.401","is_oa":true,"landing_page_url":"https://doi.org/10.25088/complexsystems.34.4.401","pdf_url":"https://content.wolfram.com/sites/13/2026/02/34-4-3.pdf","source":{"id":"https://openalex.org/S102748110","display_name":"Complex Systems","issn_l":"0891-2513","issn":["0891-2513"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6981391310691833,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7127959931.pdf","grobid_xml":"https://content.openalex.org/works/W7127959931.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Tourism":[0],"plays":[1],"a":[2,37,56,74],"critical":[3],"role":[4,64],"in":[5,68],"Morocco\u2019s":[6],"economy,":[7],"supported":[8],"by":[9],"its":[10],"rich":[11],"cultural":[12],"heritage":[13],"and":[14,30,89,110,139],"diverse":[15],"attractions.":[16],"Understanding":[17],"the":[18,60,63,84,100,105,111,129,141],"decision-making":[19,50],"processes":[20],"of":[21,58,65,102,107,113,131],"inbound":[22,43],"tourists":[23],"is":[24],"essential":[25],"for":[26,41,77,124],"enhancing":[27],"destination":[28],"appeal":[29],"promoting":[31],"sustainable":[32,125],"growth.":[33],"This":[34],"paper":[35,93],"proposes":[36],"network":[38,57],"agent-based":[39],"model":[40,61],"Moroccan":[42],"tourism,":[44],"incorporating":[45],"social":[46,66,90,103,133],"factors":[47],"into":[48,122],"tourist":[49,70],"processes.":[51],"By":[52],"simulating":[53],"interactions":[54],"within":[55],"agents,":[59],"highlights":[62],"influence":[67],"shaping":[69],"behaviors.":[71],"It":[72],"provides":[73],"comprehensive":[75],"framework":[76],"examining":[78],"how":[79],"individual":[80],"decisions":[81],"emerge":[82],"from":[83],"interplay":[85],"between":[86],"personal":[87],"preferences":[88],"environments.":[91],"The":[92,116],"also":[94],"explores":[95],"various":[96],"scenarios":[97],"to":[98,135],"evaluate":[99],"effects":[101],"influence,":[104],"promotion":[106],"lesser-known":[108],"destinations":[109],"repercussions":[112],"negative":[114],"reviews.":[115],"simulation":[117],"results":[118],"offer":[119],"valuable":[120],"insights":[121],"strategies":[123],"tourism":[126,137],"development,":[127],"emphasizing":[128],"importance":[130],"leveraging":[132],"dynamics":[134],"optimize":[136],"policies":[138],"enhance":[140],"visitor":[142],"experience.":[143]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-02-07T00:00:00"}
