{"id":"https://openalex.org/W2042261785","doi":"https://doi.org/10.1145/2600428.2610376","title":"Cluster links prediction for literature based discovery using latent structure and semantic features","display_name":"Cluster links prediction for literature based discovery using latent structure and semantic features","publication_year":2014,"publication_date":"2014-07-03","ids":{"openalex":"https://openalex.org/W2042261785","doi":"https://doi.org/10.1145/2600428.2610376","mag":"2042261785"},"language":"en","primary_location":{"id":"doi:10.1145/2600428.2610376","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2600428.2610376","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th international ACM SIGIR conference on Research &amp; development in information retrieval","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/A5016708564","display_name":"Yakub Sebastian","orcid":"https://orcid.org/0000-0003-0499-6565"},"institutions":[{"id":"https://openalex.org/I11662577","display_name":"Monash University Malaysia","ror":"https://ror.org/00yncr324","country_code":"MY","type":"education","lineage":["https://openalex.org/I11662577"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Yakub Sebastian","raw_affiliation_strings":["Monash University Malaysia, Bandar Sunway, Malaysia","(Monash University Malaysia, Bandar Sunway, Malaysia)"],"affiliations":[{"raw_affiliation_string":"Monash University Malaysia, Bandar Sunway, Malaysia","institution_ids":["https://openalex.org/I11662577"]},{"raw_affiliation_string":"(Monash University Malaysia, Bandar Sunway, Malaysia)","institution_ids":["https://openalex.org/I11662577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5016708564"],"corresponding_institution_ids":["https://openalex.org/I11662577"],"apc_list":null,"apc_paid":null,"fwci":0.2345,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.55726145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1275","last_page":"1275"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9969000220298767,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9969000220298767,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9950000047683716,"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/T10028","display_name":"Topic Modeling","score":0.9933000206947327,"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":0.7927958965301514},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6311255097389221},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4645492732524872},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.43398943543434143},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4219321012496948},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.4182548224925995},{"id":"https://openalex.org/keywords/scientific-literature","display_name":"Scientific literature","score":0.4171355962753296},{"id":"https://openalex.org/keywords/probabilistic-latent-semantic-analysis","display_name":"Probabilistic latent semantic analysis","score":0.413596510887146},{"id":"https://openalex.org/keywords/latent-semantic-analysis","display_name":"Latent semantic analysis","score":0.41271644830703735},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4040212035179138},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.383370965719223},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3537405729293823}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7927958965301514},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6311255097389221},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4645492732524872},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.43398943543434143},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4219321012496948},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.4182548224925995},{"id":"https://openalex.org/C2781083858","wikidata":"https://www.wikidata.org/wiki/Q17327049","display_name":"Scientific literature","level":2,"score":0.4171355962753296},{"id":"https://openalex.org/C112933361","wikidata":"https://www.wikidata.org/wiki/Q2845258","display_name":"Probabilistic latent semantic analysis","level":2,"score":0.413596510887146},{"id":"https://openalex.org/C170133592","wikidata":"https://www.wikidata.org/wiki/Q1806883","display_name":"Latent semantic analysis","level":2,"score":0.41271644830703735},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4040212035179138},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.383370965719223},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3537405729293823},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2600428.2610376","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2600428.2610376","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th international ACM SIGIR conference on Research &amp; development in information retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8399999737739563,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1532325895","https://openalex.org/W1972694920","https://openalex.org/W2025365931","https://openalex.org/W2066752129","https://openalex.org/W2127048411","https://openalex.org/W2138621811","https://openalex.org/W2143525943","https://openalex.org/W3102641634","https://openalex.org/W4213009331"],"related_works":["https://openalex.org/W2588002110","https://openalex.org/W2111020819","https://openalex.org/W2775171027","https://openalex.org/W4389358025","https://openalex.org/W2267563544","https://openalex.org/W2303774322","https://openalex.org/W1690254038","https://openalex.org/W2890241594","https://openalex.org/W4295564123","https://openalex.org/W1551384396"],"abstract_inverted_index":{"The":[0],"potential":[1,49],"impact":[2],"of":[3,56,60,91],"a":[4,8],"scientific":[5,28],"article":[6],"has":[7],"significant":[9],"correlation":[10],"with":[11],"its":[12],"ability":[13],"to":[14,47],"establish":[15],"novel":[16,86],"connections":[17,24,51],"between":[18,25,52,89],"pre-existing":[19],"knowledge":[20],"[1-2].":[21],"Discovering":[22],"hidden":[23,50],"the":[26,61],"existing":[27],"literature":[29,57],"is":[30],"an":[31],"interesting":[32],"yet":[33],"highly":[34],"challenging":[35],"information":[36],"retrieval":[37],"problem":[38],"[2].":[39],"Literature":[40],"based":[41],"discovery":[42,87],"(LBD)":[43],"uses":[44],"computational":[45],"algorithms":[46],"discover":[48],"previously":[53],"disconnected":[54],"sets":[55],"[3].":[58],"Most":[59],"current":[62],"LBD":[63],"methods":[64],"focus":[65],"on":[66],"analyzing":[67],"latent":[68],"semantic":[69],"features":[70],"in":[71],"texts":[72],"but":[73],"are":[74],"usually":[75],"computationally":[76],"demanding.":[77],"In":[78],"particular,":[79],"they":[80],"do":[81],"not":[82],"aim":[83],"at":[84],"predicting":[85],"links":[88],"clusters":[90],"literature.":[92]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
