{"id":"https://openalex.org/W2793546712","doi":"https://doi.org/10.1145/3190580.3190609","title":"Modeling Activation Processes in Human Memory to Improve Tag Recommendations","display_name":"Modeling Activation Processes in Human Memory to Improve Tag Recommendations","publication_year":2018,"publication_date":"2018-02-22","ids":{"openalex":"https://openalex.org/W2793546712","doi":"https://doi.org/10.1145/3190580.3190609","mag":"2793546712"},"language":"en","primary_location":{"id":"doi:10.1145/3190580.3190609","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3190580.3190609","pdf_url":null,"source":{"id":"https://openalex.org/S6756005","display_name":"ACM SIGIR Forum","issn_l":"0163-5840","issn":["0163-5840","1558-0229"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGIR Forum","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1803.03176","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071624510","display_name":"Dominik Kowald","orcid":"https://orcid.org/0000-0003-3230-6234"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Dominik Kowald","raw_affiliation_strings":["Graz University of Technology, Graz, Austria"],"affiliations":[{"raw_affiliation_string":"Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5071624510"],"corresponding_institution_ids":["https://openalex.org/I4092182"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02846123,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"51","issue":"3","first_page":"166","last_page":"166"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9975000023841858,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9975000023841858,"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/T11106","display_name":"Data Management and Algorithms","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9847999811172485,"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/enthusiasm","display_name":"Enthusiasm","score":0.8302903771400452},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5756189823150635},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5590864419937134},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5283618569374084},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4998316764831543},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4968116581439972},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4804362952709198},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3276578187942505},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.32140427827835083},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17303425073623657},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.14228901267051697}],"concepts":[{"id":"https://openalex.org/C2781354396","wikidata":"https://www.wikidata.org/wiki/Q840407","display_name":"Enthusiasm","level":2,"score":0.8302903771400452},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5756189823150635},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5590864419937134},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5283618569374084},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4998316764831543},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4968116581439972},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4804362952709198},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3276578187942505},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.32140427827835083},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17303425073623657},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.14228901267051697},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.1145/3190580.3190609","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3190580.3190609","pdf_url":null,"source":{"id":"https://openalex.org/S6756005","display_name":"ACM SIGIR Forum","issn_l":"0163-5840","issn":["0163-5840","1558-0229"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGIR Forum","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1803.03176","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1803.03176","pdf_url":"https://arxiv.org/pdf/1803.03176","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2793546712","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1803.03176","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1803.03176","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1803.03176","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"doi:10.3217/4n5q5-zka85","is_oa":true,"landing_page_url":"https://doi.org/10.3217/4n5q5-zka85","pdf_url":null,"source":{"id":"https://openalex.org/S4306400660","display_name":"TUGraz OPEN Library (Graz University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4092182","host_organization_name":"Graz University of Technology","host_organization_lineage":["https://openalex.org/I4092182"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"doi:10.5281/zenodo.8338286","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.8338286","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":""},{"id":"doi:10.5281/zenodo.8338287","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.8338287","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":""},{"id":"mag:3157473418","is_oa":false,"landing_page_url":"https://graz.pure.elsevier.com/en/publications/modeling-activation-processes-in-human-memory-to-improve-tag-reco","pdf_url":null,"source":{"id":"https://openalex.org/S4306417945","display_name":"Computational Social Science","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Computational Social Science","raw_type":null}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1803.03176","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1803.03176","pdf_url":"https://arxiv.org/pdf/1803.03176","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2793546712.pdf","grobid_xml":"https://content.openalex.org/works/W2793546712.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W41608943","https://openalex.org/W1593964964","https://openalex.org/W1766918145","https://openalex.org/W1977369372","https://openalex.org/W2009903741","https://openalex.org/W2033112501","https://openalex.org/W2077699614","https://openalex.org/W2100933395","https://openalex.org/W2136518234","https://openalex.org/W2346004016","https://openalex.org/W2514382401","https://openalex.org/W2736160416","https://openalex.org/W2949474575","https://openalex.org/W2952464428","https://openalex.org/W2952678541"],"related_works":["https://openalex.org/W2570360114","https://openalex.org/W3087881651","https://openalex.org/W1999246374","https://openalex.org/W2185497035","https://openalex.org/W2320062858","https://openalex.org/W2097974314","https://openalex.org/W1997965336"],"abstract_inverted_index":{"Social":[0],"tagging":[1],"systems":[2],"enable":[3],"users":[4,22],"to":[5,13,20,70,91,117,210,223,249],"collaboratively":[6],"assign":[7,68],"freely":[8],"chosen":[9],"keywords":[10],"(i.e.,":[11],"tags)":[12],"resources":[14],"(e.g.,":[15,98],"Web":[16],"links).":[17],"In":[18],"order":[19],"support":[21],"in":[23,47,88,106,127,141,221,227,243],"finding":[24],"descriptive":[25],"tags,":[26],"tag":[27,38,132,177,205,254],"recommendation":[28,39,178,206],"algorithms":[29,40,207],"have":[30],"been":[31],"proposed.":[32],"One":[33],"issue":[34],"of":[35,58,79,114,147,189,230,236,265,276],"current":[36,203],"state-of-the-art":[37,204],"is":[41,75,111,149,182,216],"that":[42,62,153,200,240],"they":[43],"are":[44,165],"often":[45],"designed":[46],"a":[48,55,64,94,99,107,120,175,263],"purely":[49],"data-driven":[50],"way":[51],"and":[52,144,160],"thus,":[53],"lack":[54],"thorough":[56],"understanding":[57],"the":[59,76,80,112,136,186,274],"cognitive":[60,81],"processes":[61,87,126,140,242],"play":[63],"role":[65],"when":[66,168],"people":[67,169],"tags":[69,148],"resources.":[71],"A":[72],"prominent":[73],"example":[74],"activation":[77,86,125,139,187,241],"equation":[78,188],"architecture":[82],"ACT-R,":[83],"which":[84,123,151],"formalizes":[85],"human":[89,128,142,244],"memory":[90,96,143,245],"determine":[92],"if":[93,119],"specific":[95,108],"unit":[97],"word":[100],"or":[101],"tag)":[102],"will":[103],"be":[104,247],"needed":[105],"context.":[109],"It":[110],"aim":[113],"this":[115,237],"thesis":[116,238],"investigate":[118],"cognitive-inspired":[121,176,277],"approach,":[122],"models":[124],"memory,":[129],"can":[130,246],"improve":[131,250],"recommendations.":[133,259],"For":[134],"this,":[135,174],"relation":[137],"between":[138],"usage":[145,156],"practices":[146],"studied,":[150],"reveals":[152],"(i)":[154],"past":[155],"frequency,":[157],"(ii)":[158],"recency,":[159],"(iii)":[161],"semantic":[162],"context":[163],"cues":[164],"important":[166],"factors":[167],"reuse":[170],"tags.":[171],"Based":[172],"on":[173,185],"approach":[179],"termed":[180],"BLLAC+MPr":[181,201,215],"developed":[183],"based":[184],"ACT-R.":[190],"An":[191],"extensive":[192],"evaluation":[193,212],"using":[194],"six":[195],"real-world":[196],"folksonomy":[197],"datasets":[198],"shows":[199],"outperforms":[202],"with":[208],"respect":[209],"various":[211],"metrics.":[213],"Finally,":[214],"utilized":[217,248],"for":[218,269],"hashtag":[219,258],"recommendations":[220,255],"Twitter":[222],"demonstrate":[224,239],"its":[225],"generalizability":[226],"related":[228],"areas":[229],"tag-based":[231],"recommender":[232,279],"systems.":[233,280],"The":[234],"findings":[235],"not":[251],"only":[252],"social":[253],"but":[256],"also":[257],"This":[260],"opens":[261],"up":[262],"number":[264],"possible":[266],"research":[267],"strands":[268],"future":[270],"work,":[271],"such":[272],"as":[273],"design":[275],"resource":[278]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}