{"id":"https://openalex.org/W2913298155","doi":"https://doi.org/10.3390/fi11020029","title":"My Smartphone tattles: Considering Popularity of Messages in Opportunistic Data Dissemination","display_name":"My Smartphone tattles: Considering Popularity of Messages in Opportunistic Data Dissemination","publication_year":2019,"publication_date":"2019-01-29","ids":{"openalex":"https://openalex.org/W2913298155","doi":"https://doi.org/10.3390/fi11020029","mag":"2913298155"},"language":"en","primary_location":{"id":"doi:10.3390/fi11020029","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi11020029","pdf_url":"https://www.mdpi.com/1999-5903/11/2/29/pdf?version=1548761596","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/11/2/29/pdf?version=1548761596","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059587788","display_name":"Asanga Udugama","orcid":"https://orcid.org/0000-0001-8159-5146"},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Asanga Udugama","raw_affiliation_strings":["Sustainable Communications Networks Group, University of Bremen, 28359 Bremen, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8159-5146","affiliations":[{"raw_affiliation_string":"Sustainable Communications Networks Group, University of Bremen, 28359 Bremen, Germany","institution_ids":["https://openalex.org/I180437899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002273805","display_name":"Jens Dede","orcid":"https://orcid.org/0000-0002-8422-265X"},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jens Dede","raw_affiliation_strings":["Sustainable Communications Networks Group, University of Bremen, 28359 Bremen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8422-265X","affiliations":[{"raw_affiliation_string":"Sustainable Communications Networks Group, University of Bremen, 28359 Bremen, Germany","institution_ids":["https://openalex.org/I180437899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000330574","display_name":"Anna F\u00f6rster","orcid":"https://orcid.org/0000-0001-5755-2672"},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anna F\u00f6rster","raw_affiliation_strings":["Sustainable Communications Networks Group, University of Bremen, 28359 Bremen, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5755-2672","affiliations":[{"raw_affiliation_string":"Sustainable Communications Networks Group, University of Bremen, 28359 Bremen, Germany","institution_ids":["https://openalex.org/I180437899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042338713","display_name":"Vishnupriya Kuppusamy","orcid":"https://orcid.org/0000-0002-8583-7648"},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Vishnupriya Kuppusamy","raw_affiliation_strings":["Sustainable Communications Networks Group, University of Bremen, 28359 Bremen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8583-7648","affiliations":[{"raw_affiliation_string":"Sustainable Communications Networks Group, University of Bremen, 28359 Bremen, Germany","institution_ids":["https://openalex.org/I180437899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027815137","display_name":"Koojana Kuladinithi","orcid":"https://orcid.org/0000-0001-6083-4048"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I884043246","display_name":"Hamburg University of Technology","ror":"https://ror.org/04bs1pb34","country_code":"DE","type":"education","lineage":["https://openalex.org/I884043246"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Koojana Kuladinithi","raw_affiliation_strings":["Institute of Communication Networks, Hamburg University of Technology, 21073 Hamburg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6083-4048","affiliations":[{"raw_affiliation_string":"Institute of Communication Networks, Hamburg University of Technology, 21073 Hamburg, Germany","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010111782","display_name":"Andreas Timm\u2010Giel","orcid":"https://orcid.org/0000-0002-5998-6113"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I884043246","display_name":"Hamburg University of Technology","ror":"https://ror.org/04bs1pb34","country_code":"DE","type":"education","lineage":["https://openalex.org/I884043246"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Timm-Giel","raw_affiliation_strings":["Institute of Communication Networks, Hamburg University of Technology, 21073 Hamburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5998-6113","affiliations":[{"raw_affiliation_string":"Institute of Communication Networks, Hamburg University of Technology, 21073 Hamburg, Germany","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057119825","display_name":"Zeynep Vatandas","orcid":"https://orcid.org/0000-0001-5047-1175"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I884043246","display_name":"Hamburg University of Technology","ror":"https://ror.org/04bs1pb34","country_code":"DE","type":"education","lineage":["https://openalex.org/I884043246"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zeynep Vatandas","raw_affiliation_strings":["Institute of Communication Networks, Hamburg University of Technology, 21073 Hamburg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5047-1175","affiliations":[{"raw_affiliation_string":"Institute of Communication Networks, Hamburg University of Technology, 21073 Hamburg, Germany","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059587788"],"corresponding_institution_ids":["https://openalex.org/I180437899"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":223,"currency":"EUR","value_usd":240},"fwci":1.244,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.80823063,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"11","issue":"2","first_page":"29","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":1.0,"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/T11478","display_name":"Caching and Content Delivery","score":0.995199978351593,"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/T13194","display_name":"ICT in Developing Communities","score":0.9861999750137329,"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":0.9131309986114502},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.8805358409881592},{"id":"https://openalex.org/keywords/dissemination","display_name":"Dissemination","score":0.8078789710998535},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6077768206596375},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.596363365650177},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5657603740692139},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.45037898421287537},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11290192604064941}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9131309986114502},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.8805358409881592},{"id":"https://openalex.org/C101780184","wikidata":"https://www.wikidata.org/wiki/Q840576","display_name":"Dissemination","level":2,"score":0.8078789710998535},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6077768206596375},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.596363365650177},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5657603740692139},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.45037898421287537},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11290192604064941},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"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/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/fi11020029","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi11020029","pdf_url":"https://www.mdpi.com/1999-5903/11/2/29/pdf?version=1548761596","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:11:y:2019:i:2:p:29-:d:201737","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/11/2/29/","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"},{"id":"pmh:oai:doaj.org/article:04ab3d1446644ce48a0f40b0da0757cf","is_oa":true,"landing_page_url":"https://doaj.org/article/04ab3d1446644ce48a0f40b0da0757cf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 11, Iss 2, p 29 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-5903/11/2/29/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/fi11020029","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet","raw_type":"Text"},{"id":"pmh:oai:null:11420/2056","is_oa":true,"landing_page_url":"http://hdl.handle.net/11420/2056","pdf_url":null,"source":{"id":"https://openalex.org/S4306401751","display_name":"tub.dok (Hamburg University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I884043246","host_organization_name":"Hamburg University of Technology","host_organization_lineage":["https://openalex.org/I884043246"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"doi:10.15480/882.2052","is_oa":true,"landing_page_url":"https://doi.org/10.15480/882.2052","pdf_url":null,"source":{"id":"https://openalex.org/S7407052987","display_name":"TUHH Open Research","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.3390/fi11020029","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi11020029","pdf_url":"https://www.mdpi.com/1999-5903/11/2/29/pdf?version=1548761596","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2913298155.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W626997782","https://openalex.org/W1995916285","https://openalex.org/W2039157284","https://openalex.org/W2040459121","https://openalex.org/W2042184760","https://openalex.org/W2071738571","https://openalex.org/W2081534709","https://openalex.org/W2125957038","https://openalex.org/W2129849999","https://openalex.org/W2142522527","https://openalex.org/W2156378063","https://openalex.org/W2161323294","https://openalex.org/W2344943422","https://openalex.org/W2398706016","https://openalex.org/W2425152312","https://openalex.org/W2751593467","https://openalex.org/W2754354181","https://openalex.org/W2755570872","https://openalex.org/W2768334449","https://openalex.org/W2771891207","https://openalex.org/W2780502868","https://openalex.org/W2887659330","https://openalex.org/W2889103931","https://openalex.org/W2952550120","https://openalex.org/W3100914340","https://openalex.org/W3122800475","https://openalex.org/W6727229539"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W4294565801","https://openalex.org/W2170801710","https://openalex.org/W2952704802","https://openalex.org/W2741781807"],"abstract_inverted_index":{"Opportunistic":[0],"networks":[1],"have":[2],"recently":[3],"seen":[4],"increasing":[5],"interest":[6],"in":[7,54,79],"the":[8,31,42,49,116,123,135,138],"networking":[9],"community.":[10],"They":[11],"can":[12,129],"serve":[13],"a":[14,35,58,80,84,90],"range":[15],"of":[16,20,28,34,44,51,126],"application":[17],"scenarios,":[18],"most":[19],"them":[21],"being":[22],"destination-less,":[23],"i.e.,":[24],"without":[25],"a-priori":[26],"knowledge":[27],"who":[29],"is":[30,65],"final":[32],"destination":[33],"message.":[36],"In":[37],"this":[38],"paper,":[39],"we":[40],"explore":[41],"usage":[43],"data":[45,52,91,103,127],"popularity":[46,74],"for":[47],"improving":[48],"efficiency":[50],"forwarding":[53,92,128],"opportunistic":[55],"networks.":[56],"Whether":[57],"message":[59],"will":[60],"become":[61],"popular":[62,102,107],"or":[63],"not":[64,66],"known":[67,118],"before":[68],"disseminating":[69],"it":[70],"to":[71,76,97,101],"users.":[72],"Thus,":[73],"needs":[75],"be":[77,130],"estimated":[78],"distributed":[81],"manner":[82],"considering":[83],"local":[85],"context.":[86],"We":[87],"propose":[88],"Keetchi,":[89],"protocol":[93,120],"based":[94],"on":[95],"Q-Learning":[96],"give":[98],"more":[99],"preference":[100],"rather":[104],"than":[105],"less":[106],"data.":[108],"Our":[109],"extensive":[110],"simulation":[111],"comparison":[112],"between":[113],"Keetchi":[114],"and":[115],"well":[117],"Epidemic":[119],"shows":[121],"that":[122],"network":[124],"overhead":[125],"significantly":[131],"reduced":[132],"while":[133],"keeping":[134],"delivery":[136],"rate":[137],"same.":[139]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}