{"id":"https://openalex.org/W3205412901","doi":"https://doi.org/10.25126/jtiik.2021854384","title":"Pemeringkatan Pencarian pada Buku Pedoman Akademik Filkom UB Menuju Merdeka Belajar dan Free E-Book Pembelajaran Sebagai Prototype Local Smart Micro Search Engine Menggunakan Algoritma Pagerank dan TF-IDF","display_name":"Pemeringkatan Pencarian pada Buku Pedoman Akademik Filkom UB Menuju Merdeka Belajar dan Free E-Book Pembelajaran Sebagai Prototype Local Smart Micro Search Engine Menggunakan Algoritma Pagerank dan TF-IDF","publication_year":2021,"publication_date":"2021-10-21","ids":{"openalex":"https://openalex.org/W3205412901","doi":"https://doi.org/10.25126/jtiik.2021854384","mag":"3205412901"},"language":"id","primary_location":{"id":"doi:10.25126/jtiik.2021854384","doi":"https://doi.org/10.25126/jtiik.2021854384","is_oa":true,"landing_page_url":"https://doi.org/10.25126/jtiik.2021854384","pdf_url":"https://jtiik.ub.ac.id/index.php/jtiik/article/download/4384/pdf","source":{"id":"https://openalex.org/S4210196574","display_name":"Jurnal Teknologi Informasi dan Ilmu Komputer","issn_l":"2355-7699","issn":["2355-7699","2528-6579"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314997","host_organization_name":"Brawijaya University","host_organization_lineage":["https://openalex.org/P4310314997"],"host_organization_lineage_names":["Brawijaya University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Teknologi Informasi dan Ilmu Komputer","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jtiik.ub.ac.id/index.php/jtiik/article/download/4384/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049038701","display_name":"Imam Cholissodin","orcid":"https://orcid.org/0000-0002-0070-5882","observed_orcids":["https://orcid.org/0000-0002-0070-5882"]},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Imam Cholissodin","raw_affiliation_strings":["Universitas Brawijaya Malang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Brawijaya Malang","institution_ids":["https://openalex.org/I177055848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049478351","display_name":"Akhmad Sa\u00e2\u20acTMrony","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Akhmad Sa\u00e2\u20ac\u2122rony","raw_affiliation_strings":["Universitas Brawijaya Malang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Brawijaya Malang","institution_ids":["https://openalex.org/I177055848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034830628","display_name":"Rona Salsabila","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rona Salsabila","raw_affiliation_strings":["Universitas Brawijaya Malang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Brawijaya Malang","institution_ids":["https://openalex.org/I177055848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006203057","display_name":"Ilham Firmansyah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ilham Firmansyah","raw_affiliation_strings":["Universitas Brawijaya Malang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Brawijaya Malang","institution_ids":["https://openalex.org/I177055848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029327662","display_name":"Guedho Augnifico Mahardika","orcid":"https://orcid.org/0000-0002-8744-3693","observed_orcids":["https://orcid.org/0000-0002-8744-3693"]},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Guedho Augnifico Mahardika","raw_affiliation_strings":["Universitas Brawijaya Malang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Brawijaya Malang","institution_ids":["https://openalex.org/I177055848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081112604","display_name":"Andreas Pardede","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Andreas Pardede","raw_affiliation_strings":["Universitas Brawijaya Malang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Brawijaya Malang","institution_ids":["https://openalex.org/I177055848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052982868","display_name":"Zaien Bin Umar Alaydrus","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Zaien Bin Umar Alaydrus","raw_affiliation_strings":["Universitas Brawijaya Malang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Brawijaya Malang","institution_ids":["https://openalex.org/I177055848"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I177055848"],"apc_list":{"value":1000000,"currency":"IDR","value_usd":65},"apc_paid":{"value":1000000,"currency":"IDR","value_usd":65},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20126592,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"5","first_page":"1013","last_page":"1018"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9887999892234802,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9887999892234802,"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/T11269","display_name":"Algorithms and Data Compression","score":0.0026000000070780516,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.0008999999845400453,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/search-result-ranking","display_name":"search result ranking","score":0.527999997138977},{"id":"https://openalex.org/keywords/local-search-engines","display_name":"local search engines","score":0.7680000066757202},{"id":"https://openalex.org/keywords/pagerank","display_name":"PageRank","score":0.7149999737739563},{"id":"https://openalex.org/keywords/tf-idf","display_name":"TF-IDF","score":0.9980000257492065},{"id":"https://openalex.org/keywords/document-ranking","display_name":"document ranking","score":0.6859999895095825},{"id":"https://openalex.org/keywords/search-result-evaluation","display_name":"search result evaluation","score":0.36899998784065247},{"id":"https://openalex.org/keywords/merdeka-belajar","display_name":"Merdeka Belajar","score":0.6899999976158142},{"id":"https://openalex.org/keywords/scientific-information-retrieval","display_name":"scientific information retrieval","score":0.48500001430511475},{"id":"https://openalex.org/keywords/search-result-filtering","display_name":"search result filtering","score":0.35899999737739563},{"id":"https://openalex.org/keywords/search-result-sorting","display_name":"search result sorting","score":0.3319999873638153}],"concepts":[{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.6014060974121094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5771369934082031},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5501880049705505},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.4958265721797943},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.12828293442726135}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.25126/jtiik.2021854384","doi":"https://doi.org/10.25126/jtiik.2021854384","is_oa":true,"landing_page_url":"https://doi.org/10.25126/jtiik.2021854384","pdf_url":"https://jtiik.ub.ac.id/index.php/jtiik/article/download/4384/pdf","source":{"id":"https://openalex.org/S4210196574","display_name":"Jurnal Teknologi Informasi dan Ilmu Komputer","issn_l":"2355-7699","issn":["2355-7699","2528-6579"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314997","host_organization_name":"Brawijaya University","host_organization_lineage":["https://openalex.org/P4310314997"],"host_organization_lineage_names":["Brawijaya University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Teknologi Informasi dan Ilmu Komputer","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b5ff4e5a585d4fdb9c4e315facbe14c4","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/b5ff4e5a585d4fdb9c4e315facbe14c4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Jurnal Teknologi Informasi dan Ilmu Komputer, Vol 8, Iss 5 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.25126/jtiik.2021854384","doi":"https://doi.org/10.25126/jtiik.2021854384","is_oa":true,"landing_page_url":"https://doi.org/10.25126/jtiik.2021854384","pdf_url":"https://jtiik.ub.ac.id/index.php/jtiik/article/download/4384/pdf","source":{"id":"https://openalex.org/S4210196574","display_name":"Jurnal Teknologi Informasi dan Ilmu Komputer","issn_l":"2355-7699","issn":["2355-7699","2528-6579"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314997","host_organization_name":"Brawijaya University","host_organization_lineage":["https://openalex.org/P4310314997"],"host_organization_lineage_names":["Brawijaya University"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Teknologi Informasi dan Ilmu Komputer","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.6000000238418579}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3205412901.pdf","grobid_xml":"https://content.openalex.org/works/W3205412901.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W6922504801","https://openalex.org/W7057185617","https://openalex.org/W7005986649","https://openalex.org/W2949888861","https://openalex.org/W2741005939","https://openalex.org/W4313402021","https://openalex.org/W2556935254","https://openalex.org/W7005088252","https://openalex.org/W7216140268","https://openalex.org/W4402054712"],"abstract_inverted_index":{"Buku":[0],"Pedoman":[1],"Akademik":[2],"FILKOM":[3,144],"Universitas":[4],"Brawijaya":[5,142],"merupakan":[6],"suatu":[7],"kebutuhan":[8,38],"informasi":[9,27],"akademik":[10],"yang":[11,28,32,50,59,84,103,110],"cukup":[12],"penting,":[13],"dan":[14,53,126,135],"juga":[15],"buku":[16],"penunjang":[17],"pembelajaran":[18],"seperti":[19],"Free":[20,161],"e-Book":[21],"bagi":[22],"para":[23],"mahasiswa.":[24],"Untuk":[25],"memperoleh":[26],"relevan":[29,104],"terhadap":[30,112],"query":[31,173],"diberikan":[33],"seringkali":[34],"belum":[35],"sesuai":[36,67],"dengan":[37,68,78],"pencarian":[39],"pengguna.":[40],"Pengguna":[41],"harus":[42],"menguasai":[43],"secara":[44],"keseluruhan":[45],"untuk":[46],"mengetahui":[47],"dokumen":[48,66,83,93,102],"mana":[49,82],"paling":[51],"sesuai,":[52],"proses":[54],"ini":[55,62,96],"akan":[56],"memakan":[57],"waktu":[58],"banyak.":[60],"Sistem":[61],"mampu":[63,99],"memberikan":[64],"rekomendasi":[65],"hasil":[69],"perhitungan":[70],"pemeringkatan":[71,74,87],"teks.":[72],"Proses":[73],"teks":[75],"dapat":[76],"diselesaikan":[77],"algoritma":[79],"PageRank,":[80],"di":[81],"memiliki":[85,89],"bobot":[86],"terkecil,":[88],"kata":[90],"terbanyak":[91],"pada":[92,123],"tersebut.":[94],"Algoritma":[95],"telah":[97],"dibuktikan":[98],"memeberikan":[100],"feedback":[101,266],"melalui":[105],"dua":[106,113],"tahap":[107],"pengujian.":[108],"Evaluasi":[109],"dilakukan":[111],"buah":[114],"pengujian":[115],"menghasilkan":[116],"rata-rata":[117],"nilai":[118],"recall":[119,134,287,305],"tertinggi":[120],"yaitu":[121],"80.6%":[122,290],"data":[124,127],"ke-1,":[125],"ke-2":[128],"didapatkan":[129],"korelasi":[130],"terbaik":[131],"antara":[132],"precision,":[133,304],"f-measure":[136,307],"sebesar":[137],"0,98,":[138],"0,99,":[139],"0,99.":[140],"AbstractThe":[141],"University":[143],"Academic":[145],"Handbook":[146],"is":[147,169,175,200,212],"an":[148],"important":[149],"academic":[150],"information":[151,167],"need,":[152],"as":[153,155,160],"well":[154],"learning":[156],"support":[157],"books":[158],"such":[159],"e-Books":[162],"for":[163],"students.":[164],"To":[165],"obtain":[166],"that":[168,243],"relevant":[170,268],"to":[171,191,214,261,264],"the":[172,181,184,189,202,221,224,232,238,245,250,254,279,284,292,298],"given":[174],"often":[176],"not":[177],"in":[178,218,253,283],"accordance":[179,219],"with":[180,220],"wishes":[182],"of":[183,208,223,230,273,289,308],"user.":[185],"Users":[186],"must":[187],"master":[188],"whole":[190],"find":[192],"out":[193],"which":[194,199],"documents":[195,242,269],"are":[196],"most":[197,251],"suitable,":[198],"where":[201,241],"process":[203,229],"will":[204],"take":[205],"a":[206],"lot":[207],"time.":[209],"This":[210,256],"system":[211],"able":[213,263],"provide":[215,265],"document":[216],"recommendations":[217],"results":[222],"text":[225,233],"ranking":[226,231,247],"calculation.":[227],"The":[228],"can":[234],"be":[235,262],"solved":[236],"by":[237],"PageRank":[239],"algorithm,":[240],"have":[244,249],"smallest":[246],"weight,":[248],"words":[252],"document.":[255],"algorithm":[257],"has":[258],"been":[259],"proven":[260],"on":[267,278,291],"through":[270],"two":[271,280],"stages":[272],"testing.":[274],"he":[275],"evaluation":[276],"conducted":[277],"tests":[281],"resulted":[282],"highest":[285],"average":[286],"value":[288],"1st":[293],"dataset,":[294],"and":[295,306],"2nd":[296],"dataset":[297],"best":[299],"correlation":[300],"was":[301],"obtained":[302],"between":[303],"0.98,":[309],"0.99,":[310],"0.99.":[311]},"counts_by_year":[],"updated_date":"2026-09-07T09:17:50.787605","created_date":"2021-10-25T00:00:00"}
