{"id":"https://openalex.org/W3003387709","doi":"https://doi.org/10.1109/icumt48472.2019.8970954","title":"Towards Enhancing Information Retrieval Systems: A Brief Survey of Strategies and Challenges","display_name":"Towards Enhancing Information Retrieval Systems: A Brief Survey of Strategies and Challenges","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W3003387709","doi":"https://doi.org/10.1109/icumt48472.2019.8970954","mag":"3003387709"},"language":"en","primary_location":{"id":"doi:10.1109/icumt48472.2019.8970954","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt48472.2019.8970954","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 11th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","raw_type":"proceedings-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/A5054385128","display_name":"Francis A. Ruambo","orcid":"https://orcid.org/0000-0001-6218-8203"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Francis A. Ruambo","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology (HUST), Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology (HUST), Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008471333","display_name":"Mrindoko R. Nicholaus","orcid":null},"institutions":[{"id":"https://openalex.org/I3129830433","display_name":"Mbeya University of Science and Technology","ror":"https://ror.org/055326464","country_code":"TZ","type":"education","lineage":["https://openalex.org/I3129830433"]}],"countries":["TZ"],"is_corresponding":false,"raw_author_name":"Mrindoko R. Nicholaus","raw_affiliation_strings":["Mbeya University of Science and Technology (MUST), Mbeya 131, Tanzania"],"affiliations":[{"raw_affiliation_string":"Mbeya University of Science and Technology (MUST), Mbeya 131, Tanzania","institution_ids":["https://openalex.org/I3129830433"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5054385128"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":0.6783,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.80061485,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9990000128746033,"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":0.9990000128746033,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9947999715805054,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9945999979972839,"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/relevance","display_name":"Relevance (law)","score":0.7719402313232422},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7535808682441711},{"id":"https://openalex.org/keywords/realm","display_name":"Realm","score":0.7070988416671753},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5343873500823975},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.5300533175468445},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4869905412197113},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4063946604728699},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.40383386611938477},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.32343876361846924},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.28382521867752075},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0872955322265625}],"concepts":[{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7719402313232422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7535808682441711},{"id":"https://openalex.org/C2778757428","wikidata":"https://www.wikidata.org/wiki/Q1250464","display_name":"Realm","level":2,"score":0.7070988416671753},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5343873500823975},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.5300533175468445},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4869905412197113},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4063946604728699},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40383386611938477},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.32343876361846924},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.28382521867752075},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0872955322265625},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icumt48472.2019.8970954","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt48472.2019.8970954","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 11th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W8870360","https://openalex.org/W95284390","https://openalex.org/W1515852583","https://openalex.org/W1574901103","https://openalex.org/W1662133657","https://openalex.org/W1973542796","https://openalex.org/W1978394996","https://openalex.org/W1983623418","https://openalex.org/W1985697096","https://openalex.org/W1992454348","https://openalex.org/W1992758159","https://openalex.org/W2019976352","https://openalex.org/W2045812729","https://openalex.org/W2048045485","https://openalex.org/W2049080467","https://openalex.org/W2055490196","https://openalex.org/W2078875869","https://openalex.org/W2082729696","https://openalex.org/W2083581617","https://openalex.org/W2084048649","https://openalex.org/W2106365165","https://openalex.org/W2107668593","https://openalex.org/W2112527634","https://openalex.org/W2128808215","https://openalex.org/W2134169049","https://openalex.org/W2140190241","https://openalex.org/W2173775520","https://openalex.org/W2177383512","https://openalex.org/W2251640092","https://openalex.org/W2317486713","https://openalex.org/W2317515691","https://openalex.org/W2324635907","https://openalex.org/W2508074026","https://openalex.org/W2736948197","https://openalex.org/W2774264177","https://openalex.org/W2811256753","https://openalex.org/W2868868810","https://openalex.org/W2885797460","https://openalex.org/W2917152527","https://openalex.org/W2963467339","https://openalex.org/W4232197700","https://openalex.org/W4238437991","https://openalex.org/W4244833938","https://openalex.org/W4253769013","https://openalex.org/W4302435110","https://openalex.org/W6600367688","https://openalex.org/W6602249803","https://openalex.org/W6634260664","https://openalex.org/W6639097925","https://openalex.org/W6646708655","https://openalex.org/W6655277882","https://openalex.org/W6678961370","https://openalex.org/W6680040146"],"related_works":["https://openalex.org/W2359053655","https://openalex.org/W2387777532","https://openalex.org/W2382709029","https://openalex.org/W2389147080","https://openalex.org/W2377883125","https://openalex.org/W2362479786","https://openalex.org/W2392455911","https://openalex.org/W2374248756","https://openalex.org/W2375492428","https://openalex.org/W2350419982"],"abstract_inverted_index":{"The":[0,82],"exponentially":[1],"increasing":[2],"of":[3,31,36,46,76,84,92,101,121],"resources":[4],"generated":[5],"and":[6,11,26,98,106,115,137],"stored":[7],"in":[8,33,111],"various":[9],"forms":[10],"made":[12],"available":[13],"within":[14],"the":[15,34,40,43,47,68,73,77,85,90,93,102,119,132,142],"internet":[16],"has":[17],"posed":[18],"numerous":[19],"challenges":[20,108,136],"inside":[21],"information":[22,56],"retrieval":[23],"(IR)":[24],"operations":[25],"consequently":[27],"accelerated":[28],"a":[29,59,126],"myriad":[30],"studies":[32],"realm":[35],"IR":[37,41,86,96,103,123,134,143],"technologies.":[38],"In":[39,65],"system,":[42],"large":[44],"part":[45],"researches":[48],"is":[49,70,109],"centred":[50],"on":[51,71,89],"how":[52],"to":[53,61,140],"satisfy":[54],"an":[55,113],"requirement":[57],"from":[58],"query":[60],"voluminous":[62],"document":[63],"sets.":[64],"this":[66],"regard,":[67],"importance":[69],"improving":[72],"relevance":[74],"quality":[75],"results":[78],"(i.e.":[79],"retrieved":[80],"documents).":[81],"effectiveness":[83],"system":[87],"depends":[88],"efficacy":[91],"respective":[94],"adopted":[95,138],"model":[97],"strategy.":[99],"Understanding":[100],"models,":[104,135],"strategies":[105,139],"their":[107],"important":[110],"choosing":[112],"appropriate":[114],"viable":[116],"strategy":[117],"toward":[118],"development":[120],"effective":[122],"systems":[124,144],"for":[125],"specific/predefined":[127],"role.":[128],"This":[129],"paper":[130],"surveys":[131],"basic":[133],"enhance":[141],"are":[145],"also":[146],"highlighted.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
