{"id":"https://openalex.org/W4409467296","doi":"https://doi.org/10.32639/6ace8h37","title":"Penerapan Data Mining Untuk Prediksi Jumlah Kunjungan Wisatawan di Kebumen Menggunakan Metode Regresi Linier Sederhana","display_name":"Penerapan Data Mining Untuk Prediksi Jumlah Kunjungan Wisatawan di Kebumen Menggunakan Metode Regresi Linier Sederhana","publication_year":2025,"publication_date":"2025-02-24","ids":{"openalex":"https://openalex.org/W4409467296","doi":"https://doi.org/10.32639/6ace8h37"},"language":"id","primary_location":{"id":"doi:10.32639/6ace8h37","doi":"https://doi.org/10.32639/6ace8h37","is_oa":true,"landing_page_url":"https://doi.org/10.32639/6ace8h37","pdf_url":"https://jurnal.universitasputrabangsa.ac.id/index.php/tiij/article/download/1151/450","source":{"id":"https://openalex.org/S4387281228","display_name":"Technology and Informatics Insight Journal","issn_l":"2830-3210","issn":["2830-3210"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405262076","host_organization_name":"Universitas Putra Bangsa","host_organization_lineage":["https://openalex.org/I4405262076"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technology and Informatics Insight Journal","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://jurnal.universitasputrabangsa.ac.id/index.php/tiij/article/download/1151/450","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078098686","display_name":"Rohmatulloh Muhamad Ikhsanuddin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405262076","display_name":"Universitas Putra Bangsa","ror":"https://ror.org/017pj1g46","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405262076"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rohmatulloh Muhamad Ikhsanuddin","raw_affiliation_strings":["Universitas Putra Bangsa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Putra Bangsa","institution_ids":["https://openalex.org/I4405262076"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117160607","display_name":"Helmi Bahar Alim","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405262076","display_name":"Universitas Putra Bangsa","ror":"https://ror.org/017pj1g46","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405262076"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Helmi Bahar Alim","raw_affiliation_strings":["Universitas Putra Bangsa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Putra Bangsa","institution_ids":["https://openalex.org/I4405262076"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086704601","display_name":"Shona Chayy Bilqisth","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I148158369","display_name":"State University of Semarang","ror":"https://ror.org/02fsk7e17","country_code":"ID","type":"education","lineage":["https://openalex.org/I148158369"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Shona Chayy Bilqisth Shona Chayy Bilqisth","raw_affiliation_strings":["Universitas Negeri Semarang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Negeri Semarang","institution_ids":["https://openalex.org/I148158369"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":0.05692087,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":"1","first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.9531000256538391,"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"}},"topics":[{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.9531000256538391,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.04019999876618385,"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/T11122","display_name":"Online Learning and Analytics","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/tourist-arrivals","display_name":"tourist arrivals","score":0.6100000143051147},{"id":"https://openalex.org/keywords/tourism-forecasting","display_name":"tourism forecasting","score":0.5659999847412109},{"id":"https://openalex.org/keywords/simple-linear-regression","display_name":"simple linear regression","score":0.847000002861023},{"id":"https://openalex.org/keywords/tourism-investment","display_name":"tourism investment","score":0.6809999942779541},{"id":"https://openalex.org/keywords/coastal-tourism","display_name":"coastal tourism","score":0.6100000143051147}],"concepts":[{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.28808438777923584}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32639/6ace8h37","doi":"https://doi.org/10.32639/6ace8h37","is_oa":true,"landing_page_url":"https://doi.org/10.32639/6ace8h37","pdf_url":"https://jurnal.universitasputrabangsa.ac.id/index.php/tiij/article/download/1151/450","source":{"id":"https://openalex.org/S4387281228","display_name":"Technology and Informatics Insight Journal","issn_l":"2830-3210","issn":["2830-3210"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405262076","host_organization_name":"Universitas Putra Bangsa","host_organization_lineage":["https://openalex.org/I4405262076"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technology and Informatics Insight Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32639/6ace8h37","doi":"https://doi.org/10.32639/6ace8h37","is_oa":true,"landing_page_url":"https://doi.org/10.32639/6ace8h37","pdf_url":"https://jurnal.universitasputrabangsa.ac.id/index.php/tiij/article/download/1151/450","source":{"id":"https://openalex.org/S4387281228","display_name":"Technology and Informatics Insight Journal","issn_l":"2830-3210","issn":["2830-3210"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405262076","host_organization_name":"Universitas Putra Bangsa","host_organization_lineage":["https://openalex.org/I4405262076"],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technology and Informatics Insight Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409467296.pdf","grobid_xml":"https://content.openalex.org/works/W4409467296.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W3014217656","https://openalex.org/W3161004243","https://openalex.org/W3195328951","https://openalex.org/W4390736827"],"related_works":["https://openalex.org/W7220169270","https://openalex.org/W6930027712","https://openalex.org/W4411844081","https://openalex.org/W7084499437","https://openalex.org/W4200266494","https://openalex.org/W4365799247","https://openalex.org/W4385432423","https://openalex.org/W4414719610","https://openalex.org/W7118161530","https://openalex.org/W4392920798"],"abstract_inverted_index":{"Kebumen":[0,47,67],"memiliki":[1,29],"potensi":[2],"wisata":[3],"alam":[4],"di":[5,46,66,85,106],"pantai":[6,16],"selatan":[7],"Jawa":[8],"Tengah":[9],"sebagai":[10,48],"alternatif":[11],"berwisata":[12],"dengan":[13],"unggulan":[14],"destinasi":[15],"seperti":[17],"Pantai":[18,20],"Menganti,":[19],"Karang":[21],"Bolong,":[22],"Goa":[23],"Jatijajar":[24],"dan":[25],"Waduk":[26],"Sempor.":[27],"Pariwisata":[28],"peranan":[30],"dalam":[31,53,58],"peningkatan":[32],"pendapatan":[33],"daerah":[34],"sehingga":[35,73],"perlu":[36],"didukung":[37],"pemerintah":[38,100],"melalui":[39],"investasi":[40],"penunjang":[41],"pariwisata.":[42],"Prediksi":[43],"jumlah":[44,64,76],"wisatawan":[45,78],"faktor":[49],"yang":[50],"mempengaruhi":[51],"investor":[52,84,103],"membuka":[54],"usaha":[55],"tentunya":[56],"diperlukan":[57],"pengambilan":[59],"keputusan.":[60],"Berdasarkan":[61],"data":[62],"BPS":[63],"kunjungan":[65,77],"pada":[68],"Oktober":[69],"2024":[70],"sebanyak":[71],"257.745":[72],"diharapkan":[74],"prediksi":[75],"tahun":[79],"berikutnya":[80],"dapat":[81,98],"menjadikan":[82],"minat":[83],"Kebumen.":[86,107],"Hasil":[87],"perhitungan":[88],"menunjukan":[89],"bahwa":[90],"metode":[91],"regresi":[92],"linier":[93],"menghasilkan":[94],"akurasi":[95],"sebesar":[96],"94,60%":[97],"membantu":[99],"untuk":[101],"meyakinkan":[102],"pendukung":[104],"pariwisata":[105]},"counts_by_year":[],"updated_date":"2026-10-07T09:51:55.459714","created_date":"2025-04-16T00:00:00"}