{"id":"https://openalex.org/W2078157459","doi":"https://doi.org/10.1145/1968613.1968685","title":"Generating associative ripples of relevant information from a variety of data streams by throwing a heuristic stone","display_name":"Generating associative ripples of relevant information from a variety of data streams by throwing a heuristic stone","publication_year":2011,"publication_date":"2011-02-21","ids":{"openalex":"https://openalex.org/W2078157459","doi":"https://doi.org/10.1145/1968613.1968685","mag":"2078157459"},"language":"en","primary_location":{"id":"doi:10.1145/1968613.1968685","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1968613.1968685","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication","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/A5055675863","display_name":"Xiaokang Zhou","orcid":"https://orcid.org/0000-0003-3488-4679"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Xiaokang Zhou","raw_affiliation_strings":["Waseda University, Mikajima, Tokorozawa-shi, Saitama, Japan","Waseda University, Mikajima, Tokorozawa-Shi, Saitama, Japan"],"affiliations":[{"raw_affiliation_string":"Waseda University, Mikajima, Tokorozawa-shi, Saitama, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Waseda University, Mikajima, Tokorozawa-Shi, Saitama, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hong Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hong Chen","raw_affiliation_strings":["Waseda University, Mikajima, Tokorozawa-shi, Saitama, Japan","Waseda University, Mikajima, Tokorozawa-Shi, Saitama, Japan"],"affiliations":[{"raw_affiliation_string":"Waseda University, Mikajima, Tokorozawa-shi, Saitama, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Waseda University, Mikajima, Tokorozawa-Shi, Saitama, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061363755","display_name":"Qun Jin","orcid":"https://orcid.org/0000-0002-1325-4275"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Qun Jin","raw_affiliation_strings":["Waseda University, Mikajima, Tokorozawa-shi, Saitama, Japan","Waseda University, Mikajima, Tokorozawa-Shi, Saitama, Japan"],"affiliations":[{"raw_affiliation_string":"Waseda University, Mikajima, Tokorozawa-shi, Saitama, Japan","institution_ids":["https://openalex.org/I150744194"]},{"raw_affiliation_string":"Waseda University, Mikajima, Tokorozawa-Shi, Saitama, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012159374","display_name":"Jianming Yong","orcid":"https://orcid.org/0000-0003-4111-1076"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jianming Yong","raw_affiliation_strings":["University of Southern Queensland, Toowoomba, Queensland, Australia"],"affiliations":[{"raw_affiliation_string":"University of Southern Queensland, Toowoomba, Queensland, Australia","institution_ids":["https://openalex.org/I185523456"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5055675863"],"corresponding_institution_ids":["https://openalex.org/I150744194"],"apc_list":null,"apc_paid":null,"fwci":4.3848,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.94465454,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9987999796867371,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9987999796867371,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9932000041007996,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9908000230789185,"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":0.8514159917831421},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.7085850834846497},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.6228650808334351},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6030710339546204},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5496280789375305},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5352362394332886},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.519598662853241},{"id":"https://openalex.org/keywords/dialog-box","display_name":"Dialog box","score":0.49612316489219666},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.46603769063949585},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.45135343074798584},{"id":"https://openalex.org/keywords/acronym","display_name":"Acronym","score":0.44171959161758423},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4320828318595886},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4149453938007355},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4044502377510071},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36525967717170715},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35124415159225464},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2481687366962433},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24645468592643738}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8514159917831421},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.7085850834846497},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.6228650808334351},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6030710339546204},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5496280789375305},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5352362394332886},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.519598662853241},{"id":"https://openalex.org/C173853756","wikidata":"https://www.wikidata.org/wiki/Q86915","display_name":"Dialog box","level":2,"score":0.49612316489219666},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.46603769063949585},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.45135343074798584},{"id":"https://openalex.org/C482391","wikidata":"https://www.wikidata.org/wiki/Q101244","display_name":"Acronym","level":2,"score":0.44171959161758423},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4320828318595886},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4149453938007355},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4044502377510071},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36525967717170715},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35124415159225464},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2481687366962433},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24645468592643738},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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":2,"locations":[{"id":"doi:10.1145/1968613.1968685","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1968613.1968685","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.usq.edu.au:19752","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400692","display_name":"University of Southern Queensland ePrints (University of Southern Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I185523456","host_organization_name":"University of Southern Queensland","host_organization_lineage":["https://openalex.org/I185523456"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item (Commonwealth Reporting Category E)"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1782017290","https://openalex.org/W1877951313","https://openalex.org/W1888133793","https://openalex.org/W1933072267","https://openalex.org/W2000198813","https://openalex.org/W2054638878","https://openalex.org/W2100369465","https://openalex.org/W2115149976","https://openalex.org/W2119662395","https://openalex.org/W2119939946","https://openalex.org/W2123297508","https://openalex.org/W2134193499","https://openalex.org/W2137455757","https://openalex.org/W2170936641","https://openalex.org/W2954640045"],"related_works":["https://openalex.org/W4224143833","https://openalex.org/W2768246685","https://openalex.org/W2599055196","https://openalex.org/W4317856743","https://openalex.org/W4319323735","https://openalex.org/W2925962066","https://openalex.org/W2779863472","https://openalex.org/W2516698565","https://openalex.org/W4311710969","https://openalex.org/W2373621838"],"abstract_inverted_index":{"Recently,":[0],"the":[1,5,48,112,163,168,179,189,195],"vast":[2],"dialog":[3],"in":[4,20,96,148],"microblog,":[6],"such":[7,97],"as":[8,38],"twitter,":[9],"Facebook":[10],"has":[11],"become":[12,43],"increasingly":[13],"popular.":[14],"As":[15],"we":[16,61,81,104,173],"post":[17],"more":[18,25,132],"messages":[19],"microblogs,":[21],"information":[22,85,113,180,190],"is":[23,76],"spreading":[24],"quickly":[26],"and":[27,32,58,65,118,121,127,151,158,166,182,184,198],"widely.":[28],"These":[29],"widely":[30],"spread":[31],"diversified":[33],"contents":[34],"could":[35,82],"be":[36],"viewed":[37],"data":[39,54,125,146],"streams,":[40],"which":[41],"have":[42],"an":[44],"important":[45],"part":[46],"of":[47,139,145,188],"Internet":[49],"resources.":[50],"However,":[51],"these":[52,124],"separated":[53],"streams":[55,126,147],"are":[56],"littery":[57],"meaningless,":[59],"so":[60],"need":[62],"to":[63,69,78,106,110,115,141,161],"collect":[64],"organize":[66],"them":[67],"together":[68],"provide":[70,128],"us":[71],"with":[72,130],"meaningful":[73],"information.":[74,134],"It":[75],"hard":[77],"imagine":[79],"that":[80,193],"find":[83,107],"useful":[84],"by":[86],"simply":[87],"inputting":[88],"a":[89,93,98,108,137,143,186],"few":[90],"keywords":[91],"into":[92],"search":[94],"engine":[95],"stream":[99],"environment.":[100],"In":[101],"this":[102],"study,":[103],"try":[105],"way":[109],"seek":[111],"related":[114],"users'":[116],"personal":[117],"current":[119],"interests":[120],"needs":[122],"among":[123],"users":[129],"other":[131],"relevant":[133],"We":[135],"introduce":[136],"set":[138],"metaphors":[140,197],"represent":[142],"variety":[144],"different":[149],"levels,":[150],"define":[152],"two":[153,176],"new":[154],"metaphors:":[155],"heuristic":[156],"stone":[157],"associative":[159],"ripple":[160],"assist":[162],"seeking":[164,181,191],"process":[165,192],"describe":[167],"results.":[169],"Based":[170],"on":[171],"these,":[172],"further":[174],"propose":[175],"algorithms":[177],"for":[178],"processing,":[183],"discuss":[185],"scenario":[187],"utilizes":[194],"proposed":[196],"algorithms.":[199]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
