{"id":"https://openalex.org/W3175713981","doi":"https://doi.org/10.1145/3450614.3461676","title":"SIMT: A Semantic Interest Modeling Toolkit","display_name":"SIMT: A Semantic Interest Modeling Toolkit","publication_year":2021,"publication_date":"2021-06-21","ids":{"openalex":"https://openalex.org/W3175713981","doi":"https://doi.org/10.1145/3450614.3461676","mag":"3175713981"},"language":"en","primary_location":{"id":"doi:10.1145/3450614.3461676","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3450614.3461676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization","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/A5073171751","display_name":"Mohamed Amine Chatti","orcid":"https://orcid.org/0000-0002-1311-7852"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Mohamed Amine Chatti","raw_affiliation_strings":["University of Duisburg-Essen"],"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036670081","display_name":"Fangzheng Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fangzheng Ji","raw_affiliation_strings":["University of Duisburg-Essen"],"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051593774","display_name":"Mouadh Guesmi","orcid":"https://orcid.org/0000-0002-4105-8896"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mouadh Guesmi","raw_affiliation_strings":["University of Duisburg-Essen"],"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079649140","display_name":"Arham Muslim","orcid":"https://orcid.org/0000-0001-8204-5082"},"institutions":[{"id":"https://openalex.org/I110357561","display_name":"University of the Sciences","ror":"https://ror.org/048gmay44","country_code":"US","type":"education","lineage":["https://openalex.org/I110357561"]},{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK","US"],"is_corresponding":false,"raw_author_name":"Arham Muslim","raw_affiliation_strings":["National University of Sciences and Technology"],"affiliations":[{"raw_affiliation_string":"National University of Sciences and Technology","institution_ids":["https://openalex.org/I110357561","https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112016526","display_name":"Ravi Kumar Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ravi Kumar Singh","raw_affiliation_strings":["RWTH Aachen University"],"affiliations":[{"raw_affiliation_string":"RWTH Aachen University","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024688562","display_name":"Shoeb Joarder","orcid":"https://orcid.org/0000-0003-4591-9742"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Shoeb Ahmed Joarder","raw_affiliation_strings":["University of Duisburg-Essen"],"affiliations":[{"raw_affiliation_string":"University of Duisburg-Essen","institution_ids":["https://openalex.org/I62318514"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5073171751"],"corresponding_institution_ids":["https://openalex.org/I62318514"],"apc_list":null,"apc_paid":null,"fwci":0.5439,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72162127,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"39","issue":null,"first_page":"75","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9998999834060669,"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":0.9922999739646912,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9901999831199646,"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/computer-science","display_name":"Computer science","score":0.8435126543045044},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6192731857299805},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5628777742385864},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.508941650390625},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4940963089466095},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4812164604663849},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.46393540501594543},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.46014320850372314},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4445195496082306},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4171789586544037}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8435126543045044},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6192731857299805},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5628777742385864},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.508941650390625},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4940963089466095},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4812164604663849},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.46393540501594543},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.46014320850372314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4445195496082306},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4171789586544037},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3450614.3461676","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3450614.3461676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W32253530","https://openalex.org/W126201980","https://openalex.org/W155590969","https://openalex.org/W811556624","https://openalex.org/W1522708709","https://openalex.org/W1525595230","https://openalex.org/W1603598191","https://openalex.org/W1852422273","https://openalex.org/W1854214752","https://openalex.org/W1956559956","https://openalex.org/W1960027552","https://openalex.org/W1989202789","https://openalex.org/W2004192095","https://openalex.org/W2057047055","https://openalex.org/W2064418625","https://openalex.org/W2079918546","https://openalex.org/W2080817720","https://openalex.org/W2116235440","https://openalex.org/W2131357087","https://openalex.org/W2133286915","https://openalex.org/W2136480620","https://openalex.org/W2144211451","https://openalex.org/W2147695060","https://openalex.org/W2150284260","https://openalex.org/W2153579005","https://openalex.org/W2162030154","https://openalex.org/W2163659824","https://openalex.org/W2167329753","https://openalex.org/W2171313960","https://openalex.org/W2185315417","https://openalex.org/W2250539671","https://openalex.org/W2251295945","https://openalex.org/W2251476947","https://openalex.org/W2301011383","https://openalex.org/W2329121264","https://openalex.org/W2404506086","https://openalex.org/W2493916176","https://openalex.org/W2536345955","https://openalex.org/W2546538024","https://openalex.org/W2740811004","https://openalex.org/W2761224546","https://openalex.org/W2769091558","https://openalex.org/W2790109590","https://openalex.org/W2792059528","https://openalex.org/W2821379251","https://openalex.org/W2892221488","https://openalex.org/W2917936669","https://openalex.org/W2921098494","https://openalex.org/W2955389955","https://openalex.org/W2963245897","https://openalex.org/W2973258416","https://openalex.org/W2998704965","https://openalex.org/W4246935875","https://openalex.org/W4285719527","https://openalex.org/W4367726654","https://openalex.org/W6680532216","https://openalex.org/W6753362730"],"related_works":["https://openalex.org/W3043988921","https://openalex.org/W3040794994","https://openalex.org/W4312546084","https://openalex.org/W4298857951","https://openalex.org/W2747424680","https://openalex.org/W4283756234","https://openalex.org/W2559175785","https://openalex.org/W2949267551","https://openalex.org/W2964618392","https://openalex.org/W3155235018"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"focus":[4],"on":[5],"semantic":[6,18,50],"interest":[7,24,54],"modeling":[8,55],"and":[9,26,43],"present":[10],"SIMT":[11,30],"as":[12],"a":[13,32],"toolkit":[14],"that":[15,35],"harnesses":[16],"the":[17,49,53],"information":[19],"to":[20,47],"effectively":[21],"generate":[22],"user":[23],"models":[25],"compute":[27],"their":[28],"similarities.":[29],"follows":[31],"mixed-method":[33],"approach":[34],"combines":[36],"unsupervised":[37],"keyword":[38],"extraction":[39],"algorithms,":[40],"knowledge":[41],"bases,":[42],"word":[44],"embedding":[45],"techniques":[46],"address":[48],"issues":[51],"in":[52],"task.":[56]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}