{"id":"https://openalex.org/W1997904997","doi":"https://doi.org/10.4018/ijdls.2014010104","title":"Towards an e-Science Environment for Collaborative Filtering Researchers","display_name":"Towards an e-Science Environment for Collaborative Filtering Researchers","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1997904997","doi":"https://doi.org/10.4018/ijdls.2014010104","mag":"1997904997"},"language":"en","primary_location":{"id":"doi:10.4018/ijdls.2014010104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijdls.2014010104","pdf_url":null,"source":{"id":"https://openalex.org/S143974849","display_name":"International Journal of Digital Library Systems","issn_l":"1947-9077","issn":["1947-9077","1947-9085"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Library Systems","raw_type":"journal-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/A5016802994","display_name":"Nikos Manouselis","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nikos Manouselis","raw_affiliation_strings":["Agro-Know Technologies, Athens, Greece","Agro-Know Technologies, Athens, Greece#TAB#"],"affiliations":[{"raw_affiliation_string":"Agro-Know Technologies, Athens, Greece","institution_ids":[]},{"raw_affiliation_string":"Agro-Know Technologies, Athens, Greece#TAB#","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076679200","display_name":"Giannis Stoitsis","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Giannis Stoitsis","raw_affiliation_strings":["Agro-Know Technologies, Athens, Greece","Agro-Know Technologies, Athens, Greece#TAB#"],"affiliations":[{"raw_affiliation_string":"Agro-Know Technologies, Athens, Greece","institution_ids":[]},{"raw_affiliation_string":"Agro-Know Technologies, Athens, Greece#TAB#","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016802994"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.15335895,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"4","issue":"1","first_page":"41","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9724000096321106,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9660999774932861,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/collaborative-filtering","display_name":"Collaborative filtering","score":0.9254921078681946},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7813630104064941},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6580469608306885},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.632326066493988},{"id":"https://openalex.org/keywords/e-science","display_name":"e-Science","score":0.45350009202957153},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4484342932701111},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.27092212438583374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1499926745891571}],"concepts":[{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.9254921078681946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7813630104064941},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6580469608306885},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.632326066493988},{"id":"https://openalex.org/C517757529","wikidata":"https://www.wikidata.org/wiki/Q1273268","display_name":"e-Science","level":3,"score":0.45350009202957153},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4484342932701111},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.27092212438583374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1499926745891571},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijdls.2014010104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijdls.2014010104","pdf_url":null,"source":{"id":"https://openalex.org/S143974849","display_name":"International Journal of Digital Library Systems","issn_l":"1947-9077","issn":["1947-9077","1947-9085"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Library Systems","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jdls00:v:4:y:2014:i:1:p:41-72","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/ijdls.2014010104","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W47339158","https://openalex.org/W179787377","https://openalex.org/W281665770","https://openalex.org/W1488971269","https://openalex.org/W1500098507","https://openalex.org/W1509627219","https://openalex.org/W1523010122","https://openalex.org/W1550461340","https://openalex.org/W1593196131","https://openalex.org/W1598687747","https://openalex.org/W1833785989","https://openalex.org/W1965355809","https://openalex.org/W1970783761","https://openalex.org/W1971040550","https://openalex.org/W1972156947","https://openalex.org/W1973812756","https://openalex.org/W1973820599","https://openalex.org/W1992742427","https://openalex.org/W1996283866","https://openalex.org/W1999047234","https://openalex.org/W2010581786","https://openalex.org/W2018605660","https://openalex.org/W2019313057","https://openalex.org/W2020480318","https://openalex.org/W2026091747","https://openalex.org/W2027564548","https://openalex.org/W2037717074","https://openalex.org/W2074144322","https://openalex.org/W2077242081","https://openalex.org/W2081462644","https://openalex.org/W2085276903","https://openalex.org/W2089522649","https://openalex.org/W2097674647","https://openalex.org/W2097970636","https://openalex.org/W2098774097","https://openalex.org/W2099111195","https://openalex.org/W2103347723","https://openalex.org/W2106365165","https://openalex.org/W2110325612","https://openalex.org/W2113273124","https://openalex.org/W2114353347","https://openalex.org/W2117354486","https://openalex.org/W2122111042","https://openalex.org/W2124591829","https://openalex.org/W2137644668","https://openalex.org/W2139555631","https://openalex.org/W2140747112","https://openalex.org/W2141686296","https://openalex.org/W2142144955","https://openalex.org/W2147169507","https://openalex.org/W2155106456","https://openalex.org/W2167686549","https://openalex.org/W2171960770","https://openalex.org/W2483176796","https://openalex.org/W2497638583"],"related_works":["https://openalex.org/W1484355083","https://openalex.org/W4220714703","https://openalex.org/W2170391450","https://openalex.org/W2735929803","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W2041004656","https://openalex.org/W2103058005","https://openalex.org/W4376854386","https://openalex.org/W1966742602"],"abstract_inverted_index":{"A":[0],"plethora":[1],"of":[2,19,54,86,103,113,142,174],"collaborative":[3,55,91,125,150],"filtering":[4,56,92,126,151],"algorithms":[5,152],"have":[6],"been":[7],"proposed":[8,49],"in":[9,39,97],"related":[10],"literature.":[11],"Due":[12],"to":[13,29,67,99,107,136,184],"the":[14,20,59,101,139,171],"dynamic":[15],"and":[16,26,147,156,167],"changing":[17],"parameters":[18],"various":[21,157],"application":[22],"contexts,":[23],"careful":[24],"testing":[25,53],"parameterization":[27],"has":[28],"be":[30,65,108,118],"carried":[31,95],"out":[32,96],"before":[33],"an":[34,68,121],"algorithm":[35],"is":[36,94],"finally":[37],"deployed":[38],"a":[40,47,78,84,111],"real":[41],"setting.":[42],"This":[43],"paper":[44,162],"investigates":[45],"how":[46,138,164],"previously":[48],"tool":[50],"for":[51,71,89,124],"simulated":[52],"algorithms,":[57],"called":[58],"Collaborative":[60],"Filtering":[61],"Simulator":[62],"(CollaFiS),":[63],"can":[64,144],"expanded":[66],"e-science":[69,122,165],"environment":[70,123],"researchers":[72],"so":[73],"that":[74,105,116],"it":[75],"runs":[76],"over":[77],"digital":[79],"research":[80,127,146,172],"infrastructure.":[81],"More":[82],"specifically,":[83],"survey":[85],"design":[87],"options":[88],"neighborhood-based":[90],"systems":[93],"order":[98],"illustrate":[100,137],"variety":[102],"requirements":[104],"need":[106],"met.":[109],"Then,":[110],"number":[112],"usage":[114],"scenarios":[115],"could":[117],"supported":[119],"by":[120],"are":[128,134],"presented.":[129],"Three":[130],"example":[131],"dataset":[132],"cases":[133],"used":[135],"new":[140],"version":[141],"CollaFiS":[143],"support":[145],"experimentation":[148],"on":[149,177],"using":[153],"different":[154],"data":[155],"parameter":[158],"options.":[159],"Overall,":[160],"this":[161,186],"showcases":[163],"environments":[166],"infrastructures":[168],"may":[169],"facilitate":[170],"activities":[173],"people":[175],"working":[176],"recommender":[178],"systems.Request":[179],"access":[180],"from":[181],"your":[182],"librarian":[183],"read":[185],"article's":[187],"full":[188],"text.":[189]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}