{"id":"https://openalex.org/W4411097676","doi":"https://doi.org/10.1145/3723178.3723184","title":"Enhancing Research Collaboration: A Text-Based Framework Using NLP for Optimal Partner Selection","display_name":"Enhancing Research Collaboration: A Text-Based Framework Using NLP for Optimal Partner Selection","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4411097676","doi":"https://doi.org/10.1145/3723178.3723184"},"language":"en","primary_location":{"id":"doi:10.1145/3723178.3723184","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723184","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723184","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Computing Advancements","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723184","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071636618","display_name":"Anik Biswas","orcid":"https://orcid.org/0009-0009-8372-6408"},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Anik Biswas","raw_affiliation_strings":["American International University - Bangladesh (AIUB), Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0009-8372-6408","affiliations":[{"raw_affiliation_string":"American International University - Bangladesh (AIUB), Dhaka, Bangladesh","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083096742","display_name":"Ashraf Uddin","orcid":"https://orcid.org/0000-0002-2610-4698"},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Ashraf Uddin","raw_affiliation_strings":["American International University-Bangladesh (AIUB), Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-2610-4698","affiliations":[{"raw_affiliation_string":"American International University-Bangladesh (AIUB), Dhaka, Bangladesh","institution_ids":["https://openalex.org/I103434671"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5071636618"],"corresponding_institution_ids":["https://openalex.org/I103434671"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2792535,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"39","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.854200005531311,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.854200005531311,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T12028","display_name":"Knowledge Management and Sharing","score":0.8173999786376953,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.8076000213623047,"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/selection","display_name":"Selection (genetic algorithm)","score":0.7622002363204956},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7610273361206055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6212788224220276},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5837744474411011},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.40163350105285645}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7622002363204956},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7610273361206055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6212788224220276},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5837744474411011},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40163350105285645}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3723178.3723184","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723184","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723184","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Computing Advancements","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3723178.3723184","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723184","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723184","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Computing Advancements","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4411097676.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1972702102","https://openalex.org/W1979104937","https://openalex.org/W2001518080","https://openalex.org/W2037925493","https://openalex.org/W2041987923","https://openalex.org/W2047784571","https://openalex.org/W2094822703","https://openalex.org/W2126843657","https://openalex.org/W2144086663","https://openalex.org/W2147988994","https://openalex.org/W2171728202","https://openalex.org/W2262123273","https://openalex.org/W2283043143","https://openalex.org/W2344535803","https://openalex.org/W2463095032","https://openalex.org/W2587672318","https://openalex.org/W2591265430","https://openalex.org/W2612375389","https://openalex.org/W2765320439","https://openalex.org/W2796820944","https://openalex.org/W2904211073","https://openalex.org/W2953139830","https://openalex.org/W2973127598","https://openalex.org/W3098805579","https://openalex.org/W3126567669","https://openalex.org/W3133579270","https://openalex.org/W3134173509","https://openalex.org/W3161709315","https://openalex.org/W3168395107","https://openalex.org/W3173517142","https://openalex.org/W3176997877","https://openalex.org/W3212219020","https://openalex.org/W4288738895","https://openalex.org/W4293256754","https://openalex.org/W4313367797","https://openalex.org/W4393619871","https://openalex.org/W7042442322"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Collaborating":[0],"researchers":[1],"tend":[2],"to":[3,61,166,168],"be":[4,78],"more":[5],"productive,":[6],"but":[7],"choosing":[8],"the":[9,38,47,52,63,92,112,130,145,161,170,177],"right":[10],"partners":[11],"is":[12],"crucial.":[13],"Traditional":[14],"research":[15,34,43,93,140,147],"collaboration":[16],"recommendation":[17],"systems":[18],"rely":[19],"on":[20,123,139],"subject-based":[21],"co-authorship,":[22],"citation,":[23],"and":[24,74,95,150,185],"co-citation":[25],"networks.":[26],"This":[27,97],"study":[28,116],"introduces":[29],"a":[30,102],"framework":[31],"that":[32,176],"assesses":[33],"similarity":[35],"primarily":[36],"through":[37],"texts":[39],"of":[40,49,70,106,132,191],"authors'":[41,146],"published":[42],"articles.":[44],"By":[45],"analyzing":[46],"abstracts":[48,85],"these":[50],"publications,":[51],"proposed":[53],"method":[54],"leverages":[55],"natural":[56],"language":[57],"processing":[58],"(NLP)":[59],"techniques":[60,154],"identify":[62],"best":[64],"match":[65],"between":[66],"researchers'":[67],"work.":[68],"Instead":[69],"using":[71,101],"author":[72],"keywords":[73],"titles,":[75],"which":[76],"can":[77],"either":[79],"too":[80,83],"vague":[81],"or":[82],"concise,":[84],"are":[86],"used":[87],"because":[88,119],"they":[89],"effectively":[90],"summarize":[91],"objectives":[94],"contributions.":[96],"methodology":[98],"was":[99],"implemented":[100],"small":[103],"dataset":[104],"consisting":[105],"17,189":[107],"data":[108],"entries":[109],"gathered":[110],"from":[111,164],"Scopus":[113],"database.":[114],"The":[115,173],"stands":[117],"out":[118],"it":[120],"focuses":[121],"solely":[122],"text":[124],"rather":[125],"than":[126],"network-based":[127],"approaches,":[128],"enabling":[129],"discovery":[131],"highly":[133],"novel":[134],"yet":[135],"promising":[136],"collaborators":[137],"based":[138],"similarity.":[141],"To":[142],"accurately":[143],"represent":[144],"profiles,":[148],"tf-idf":[149,188],"doc2vec":[151,186],"vector":[152],"embedding":[153],"were":[155],"employed.":[156],"Three":[157],"human":[158],"evaluators":[159],"scored":[160],"machine-generated":[162],"outcomes":[163,181],"0":[165],"10":[167],"measure":[169],"framework's":[171],"reliability.":[172],"findings":[174],"demonstrated":[175],"trained":[178],"model":[179],"produced":[180],"with":[182],"exceptional":[183],"precision,":[184],"surpassed":[187],"in":[189],"terms":[190],"accuracy.":[192]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}