{"id":"https://openalex.org/W1250093673","doi":"https://doi.org/10.1145/2808797.2809393","title":"From Coincidence to Purposeful Flow? Properties of Transcendental Information Cascades","display_name":"From Coincidence to Purposeful Flow? Properties of Transcendental Information Cascades","publication_year":2015,"publication_date":"2015-08-25","ids":{"openalex":"https://openalex.org/W1250093673","doi":"https://doi.org/10.1145/2808797.2809393","mag":"1250093673"},"language":"en","primary_location":{"id":"doi:10.1145/2808797.2809393","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2808797.2809393","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015","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/A5036834185","display_name":"Markus Luczak\u2013Roesch","orcid":"https://orcid.org/0000-0003-4610-7244"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Markus Luczak-Roesch","raw_affiliation_strings":["Electronics and Computer Science, University of Southampton, United Kingdom","Electronics and Computer Science, University of Southampton, United Kingdom#TAB#"],"affiliations":[{"raw_affiliation_string":"Electronics and Computer Science, University of Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"Electronics and Computer Science, University of Southampton, United Kingdom#TAB#","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044104416","display_name":"Ramine Tinati","orcid":"https://orcid.org/0000-0002-6504-9804"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ramine Tinati","raw_affiliation_strings":["Electronics and Computer Science, University of Southampton, United Kingdom","Electronics and Computer Science, University of Southampton, United Kingdom#TAB#"],"affiliations":[{"raw_affiliation_string":"Electronics and Computer Science, University of Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"Electronics and Computer Science, University of Southampton, United Kingdom#TAB#","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085192838","display_name":"Max Van Kleek","orcid":"https://orcid.org/0000-0003-3873-6366"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Max Van Kleek","raw_affiliation_strings":["Electronics and Computer Science, University of Southampton, United Kingdom","Electronics and Computer Science, University of Southampton, United Kingdom#TAB#"],"affiliations":[{"raw_affiliation_string":"Electronics and Computer Science, University of Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"Electronics and Computer Science, University of Southampton, United Kingdom#TAB#","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056692594","display_name":"Nigel Shadbolt","orcid":"https://orcid.org/0000-0002-5085-9724"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nigel Shadbolt","raw_affiliation_strings":["Electronics and Computer Science, University of Southampton, United Kingdom","Electronics and Computer Science, University of Southampton, United Kingdom#TAB#"],"affiliations":[{"raw_affiliation_string":"Electronics and Computer Science, University of Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"Electronics and Computer Science, University of Southampton, United Kingdom#TAB#","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036834185"],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":null,"apc_paid":null,"fwci":1.659,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.82937365,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"633","last_page":"638"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/information-cascade","display_name":"Information cascade","score":0.8248040676116943},{"id":"https://openalex.org/keywords/cascade","display_name":"Cascade","score":0.7998574376106262},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6964058876037598},{"id":"https://openalex.org/keywords/information-flow","display_name":"Information flow","score":0.5576491355895996},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.5548181533813477},{"id":"https://openalex.org/keywords/obsolescence","display_name":"Obsolescence","score":0.5211767554283142},{"id":"https://openalex.org/keywords/identifier","display_name":"Identifier","score":0.5036284327507019},{"id":"https://openalex.org/keywords/schematic","display_name":"Schematic","score":0.49161726236343384},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4885319471359253},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.469659686088562},{"id":"https://openalex.org/keywords/information-sharing","display_name":"Information sharing","score":0.44222480058670044},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4131559729576111},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3482431173324585},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.15567758679389954},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14838117361068726},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1169884204864502},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.116413414478302}],"concepts":[{"id":"https://openalex.org/C27286358","wikidata":"https://www.wikidata.org/wiki/Q6031027","display_name":"Information cascade","level":2,"score":0.8248040676116943},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.7998574376106262},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6964058876037598},{"id":"https://openalex.org/C2779136372","wikidata":"https://www.wikidata.org/wiki/Q10283002","display_name":"Information flow","level":2,"score":0.5576491355895996},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.5548181533813477},{"id":"https://openalex.org/C30795975","wikidata":"https://www.wikidata.org/wiki/Q282744","display_name":"Obsolescence","level":2,"score":0.5211767554283142},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.5036284327507019},{"id":"https://openalex.org/C192328126","wikidata":"https://www.wikidata.org/wiki/Q4514647","display_name":"Schematic","level":2,"score":0.49161726236343384},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4885319471359253},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.469659686088562},{"id":"https://openalex.org/C2776854237","wikidata":"https://www.wikidata.org/wiki/Q6031064","display_name":"Information sharing","level":2,"score":0.44222480058670044},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4131559729576111},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3482431173324585},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.15567758679389954},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14838117361068726},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1169884204864502},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.116413414478302},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2808797.2809393","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2808797.2809393","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.soton.ac.uk:378209","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:philarchive.org/rec/LUCFCT","is_oa":false,"landing_page_url":"https://philarchive.org/rec/LUCFCT","pdf_url":null,"source":{"id":"https://openalex.org/S4306402130","display_name":"PhilPapers (PhilPapers Foundation)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:philpapers.org/rec/LUCFCT","is_oa":false,"landing_page_url":"https://philpapers.org/rec/LUCFCT","pdf_url":null,"source":{"id":"https://openalex.org/S4306402131","display_name":"PhilPapers (PhilPapers Foundation)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1440821553","display_name":"SOCIAM: The Theory and Practice of Social Machines","funder_award_id":"EP/J017728/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2336299548","display_name":null,"funder_award_id":"EP/J017728/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3015293812","display_name":null,"funder_award_id":"EP/J017728/2","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W50843133","https://openalex.org/W118766000","https://openalex.org/W171462922","https://openalex.org/W1516721997","https://openalex.org/W1521478692","https://openalex.org/W1967579779","https://openalex.org/W1972309850","https://openalex.org/W1996263819","https://openalex.org/W2021314079","https://openalex.org/W2040466507","https://openalex.org/W2107666336","https://openalex.org/W2107884625","https://openalex.org/W2113889316","https://openalex.org/W2127492100","https://openalex.org/W2138781105","https://openalex.org/W2150739536","https://openalex.org/W2178843456","https://openalex.org/W2182432848","https://openalex.org/W2263820108","https://openalex.org/W2295145241","https://openalex.org/W2318794083","https://openalex.org/W2913879771","https://openalex.org/W3003141074","https://openalex.org/W3104987177","https://openalex.org/W3121257585"],"related_works":["https://openalex.org/W4285293690","https://openalex.org/W3124382960","https://openalex.org/W1590264876","https://openalex.org/W1570681957","https://openalex.org/W2108458831","https://openalex.org/W4380569005","https://openalex.org/W3123367431","https://openalex.org/W2034270642","https://openalex.org/W2051896002","https://openalex.org/W1940559095"],"abstract_inverted_index":{"In":[0,97],"this":[1,51],"paper,":[2],"we":[3],"investigate":[4],"a":[5,67,141],"method":[6,31,52],"for":[7],"constructing":[8],"cascades":[9,109,130,147],"of":[10,38,44,69,83,86,107,133],"information":[11,21,55,108,127,134],"co-occurrence,":[12],"which":[13],"is":[14],"suitable":[15],"to":[16,53,94,152],"trace":[17],"emergent":[18],"structures":[19],"in":[20,22,103,129,131],"scenarios":[23],"where":[24],"rich":[25],"contextual":[26],"features":[27],"are":[28,101],"unavailable.":[29],"Our":[30,73],"relies":[32],"only":[33],"on":[34],"the":[35,45,59,70,104,153],"temporal":[36],"order":[37],"content-sharing":[39],"activities,":[40],"and":[41,80,92,136],"intrinsic":[42],"properties":[43,82,106],"shared":[46],"content":[47,120],"itself.":[48],"We":[49,122],"apply":[50],"analyse":[54],"dissemination":[56],"patterns":[57],"across":[58],"active":[60],"online":[61],"citizen":[62],"science":[63],"project":[64],"Planet":[65],"Hunters,":[66],"part":[68],"Zooniverse":[71],"platform.":[72],"results":[74],"lend":[75],"insight":[76],"into":[77,144],"both":[78],"structural":[79,105],"informational":[81],"different":[84],"types":[85],"identifiers":[87],"that":[88],"can":[89],"be":[90],"used":[91,113],"combined":[93,149],"construct":[95],"cascades.":[96],"particular,":[98],"significant":[99],"differences":[100],"found":[102],"when":[110,140],"hashtags":[111],"as":[112,114],"cascade":[115,137,142],"identifiers,":[116],"compared":[117],"with":[118,148],"other":[119],"features.":[121],"also":[123],"explain":[124],"apparent":[125],"local":[126],"losses":[128],"terms":[132],"obsolescence":[135],"divergence;":[138],"e.g.,":[139],"branches":[143],"multiple,":[145],"divergent":[146],"capacity":[150],"equal":[151],"original.":[154]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
