{"id":"https://openalex.org/W4285169565","doi":"https://doi.org/10.34028/iajit/19/4/6","title":"A Novel Approach of Clustering Documents: Minimizing Computational Complexities in Accessing Database Systems","display_name":"A Novel Approach of Clustering Documents: Minimizing Computational Complexities in Accessing Database Systems","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285169565","doi":"https://doi.org/10.34028/iajit/19/4/6"},"language":"en","primary_location":{"id":"doi:10.34028/iajit/19/4/6","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/19/4/6","pdf_url":null,"source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.34028/iajit/19/4/6","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088451443","display_name":"Mohammed Alghobiri","orcid":"https://orcid.org/0000-0002-6414-739X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammed Alghobiri","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069153700","display_name":"Khalid Mohiuddin","orcid":"https://orcid.org/0000-0001-7531-4512"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Khalid Mohiuddin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073113872","display_name":"Mohammed Abdul Khaleel","orcid":"https://orcid.org/0000-0002-1712-8866"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammed Abdul Khaleel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088206711","display_name":"Mohammad Aminul Islam","orcid":"https://orcid.org/0000-0001-8269-2394"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammad Islam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079864936","display_name":"Samreen Shahwar","orcid":"https://orcid.org/0000-0002-6846-6371"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Samreen Shahwar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5057284201","display_name":"Osman A. Nasr","orcid":"https://orcid.org/0000-0002-4668-8694"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Osman Nasr","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6195,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7276998,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"19","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9656999707221985,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9656999707221985,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9509000182151794,"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/computer-science","display_name":"Computer science","score":0.8438067436218262},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7011831998825073},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.6417440176010132},{"id":"https://openalex.org/keywords/document-clustering","display_name":"Document clustering","score":0.5504176020622253},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5279404520988464},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5102288722991943},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4638153910636902},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4379281997680664},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4270319640636444},{"id":"https://openalex.org/keywords/similarity-measure","display_name":"Similarity measure","score":0.41356968879699707},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4074358642101288},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3437011241912842},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18235427141189575}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8438067436218262},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7011831998825073},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.6417440176010132},{"id":"https://openalex.org/C177937566","wikidata":"https://www.wikidata.org/wiki/Q4223102","display_name":"Document clustering","level":3,"score":0.5504176020622253},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5279404520988464},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5102288722991943},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4638153910636902},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4379281997680664},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4270319640636444},{"id":"https://openalex.org/C2776517306","wikidata":"https://www.wikidata.org/wiki/Q29017317","display_name":"Similarity measure","level":2,"score":0.41356968879699707},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4074358642101288},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3437011241912842},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18235427141189575},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.34028/iajit/19/4/6","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/19/4/6","pdf_url":null,"source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.34028/iajit/19/4/6","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/19/4/6","pdf_url":null,"source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1795405792","https://openalex.org/W2319693127","https://openalex.org/W2019737068","https://openalex.org/W2899601636","https://openalex.org/W4254379378","https://openalex.org/W2072263576","https://openalex.org/W2474567666","https://openalex.org/W3015674157","https://openalex.org/W4206655101","https://openalex.org/W2790658443"],"abstract_inverted_index":{"This":[0,43,137],"study":[1,44],"addresses":[2],"the":[3,26,32,61,79,83,87,90,106,110,120,127,134,140,147,174],"real-time":[4],"issue":[5],"of":[6,105,109,130,144,146,157,169],"managing":[7],"an":[8,166],"academic":[9],"program's":[10],"documents":[11,51,84],"in":[12],"a":[13,21,46,54,71],"university":[14],"environment.":[15],"In":[16],"practice,":[17],"document":[18,40,117,170,180],"classification":[19],"from":[20,119],"corpus":[22],"is":[23,29,113],"challenging":[24],"when":[25,178],"dataset":[27],"size":[28],"large,":[30],"and":[31,70,85,153],"complexity":[33],"increases":[34],"if":[35],"to":[36,49,173],"meet":[37],"some":[38,155],"specific":[39],"management":[41,181],"requirements.":[42],"presents":[45],"practical":[47],"approach":[48,59,138,164],"grouping":[50],"based":[52],"on":[53],"content":[55,80],"similarity":[56,81],"measure.":[57],"The":[58,74,93,162],"analyzes":[60],"state-of-the-art":[62],"clustering":[63,160],"algorithms":[64],"performance,":[65],"considers":[66],"Hamiltonian":[67,101],"graph":[68,102],"properties":[69],"distance":[72,75],"function.":[73],"function":[76,112],"measures":[77],"(1)":[78],"between":[82,89],"(2)":[86],"distances":[88],"produced":[91],"clusters.":[92],"proposed":[94,111,163],"algorithm":[95,135],"improves":[96],"clusters\u2019":[97],"quality":[98],"by":[99],"applying":[100],"properties.":[103],"One":[104],"significant":[107],"characteristics":[108],"that":[114],"it":[115],"determines":[116],"types":[118],"corpus.":[121],"Hence,":[122],"this":[123],"does":[124],"not":[125],"require":[126],"initial":[128],"assumption":[129],"cluster":[131],"number":[132],"before":[133],"execution.":[136],"omits":[139],"arbitrary":[141],"primordial":[142],"option":[143],"k-centroids":[145],"k-means":[148],"algorithm,":[149],"reduces":[150],"computational":[151],"complexities,":[152],"overcomes":[154],"limitations":[156],"commonly":[158],"practicing":[159],"algorithms.":[161],"enables":[165],"effective":[167],"way":[168],"organization":[171],"opportunities":[172],"information":[175],"systems":[176],"developers":[177],"designing":[179],"systems.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
