{"id":"https://openalex.org/W3084598739","doi":"https://doi.org/10.1145/3394171.3414692","title":"Helping Users Tackle Algorithmic Threats on Social Media: A Multimedia Research Agenda","display_name":"Helping Users Tackle Algorithmic Threats on Social Media: A Multimedia Research Agenda","publication_year":2020,"publication_date":"2020-10-12","ids":{"openalex":"https://openalex.org/W3084598739","doi":"https://doi.org/10.1145/3394171.3414692","mag":"3084598739"},"language":"en","primary_location":{"id":"doi:10.1145/3394171.3414692","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3394171.3414692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2009.07632","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104090986","display_name":"Christian von der Weth","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Christian von der Weth","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore","National University of singapore, singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"National University of singapore, singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101779238","display_name":"Ashraf Abdul","orcid":"https://orcid.org/0000-0002-3383-6440"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ashraf Abdul","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore","National University of singapore, singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"National University of singapore, singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100777508","display_name":"Shaojing Fan","orcid":"https://orcid.org/0000-0002-7744-1133"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shaojing Fan","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore","National University of singapore, singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"National University of singapore, singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016415049","display_name":"Mohan Kankanhalli","orcid":"https://orcid.org/0000-0002-4846-2015"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Mohan Kankanhalli","raw_affiliation_strings":["National University of Singapore,, Singapore, Singapore","National University of singapore, singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore,, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"National University of singapore, singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5104090986"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.18870691,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"4425","last_page":"4434"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9801999926567078,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9783999919891357,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6837196350097656},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6705585718154907},{"id":"https://openalex.org/keywords/disinformation","display_name":"Disinformation","score":0.6503942012786865},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.578093945980072},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5725330114364624},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5563232898712158},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5468515753746033},{"id":"https://openalex.org/keywords/through-the-lens-metering","display_name":"Through-the-lens metering","score":0.46217623353004456},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4106401801109314},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2735234200954437},{"id":"https://openalex.org/keywords/lens","display_name":"Lens (geology)","score":0.14380338788032532},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0928913950920105}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6837196350097656},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6705585718154907},{"id":"https://openalex.org/C2776552730","wikidata":"https://www.wikidata.org/wiki/Q189656","display_name":"Disinformation","level":3,"score":0.6503942012786865},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.578093945980072},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5725330114364624},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5563232898712158},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5468515753746033},{"id":"https://openalex.org/C43091099","wikidata":"https://www.wikidata.org/wiki/Q1067788","display_name":"Through-the-lens metering","level":3,"score":0.46217623353004456},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4106401801109314},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2735234200954437},{"id":"https://openalex.org/C15336307","wikidata":"https://www.wikidata.org/wiki/Q1766051","display_name":"Lens (geology)","level":2,"score":0.14380338788032532},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0928913950920105},{"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/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","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},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3394171.3414692","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3394171.3414692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2009.07632","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2009.07632","pdf_url":"https://arxiv.org/pdf/2009.07632","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:3084598739","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2009.07632","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.2009.07632","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2009.07632","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"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2009.07632","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2009.07632","pdf_url":"https://arxiv.org/pdf/2009.07632","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":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3084598739.pdf","grobid_xml":"https://content.openalex.org/works/W3084598739.grobid-xml"},"referenced_works_count":195,"referenced_works":["https://openalex.org/W2402700","https://openalex.org/W9292421","https://openalex.org/W56861607","https://openalex.org/W75294181","https://openalex.org/W99841510","https://openalex.org/W114071549","https://openalex.org/W156350088","https://openalex.org/W173154692","https://openalex.org/W621301274","https://openalex.org/W1498404717","https://openalex.org/W1596538443","https://openalex.org/W1678406189","https://openalex.org/W1686065478","https://openalex.org/W1837843568","https://openalex.org/W1859004546","https://openalex.org/W1893888233","https://openalex.org/W1905153633","https://openalex.org/W1908686216","https://openalex.org/W1934250397","https://openalex.org/W1963573220","https://openalex.org/W1967689022","https://openalex.org/W1968103943","https://openalex.org/W1972338643","https://openalex.org/W1981568085","https://openalex.org/W1983514061","https://openalex.org/W1984272552","https://openalex.org/W1988906723","https://openalex.org/W1991352422","https://openalex.org/W1991976249","https://openalex.org/W1998046699","https://openalex.org/W2000647275","https://openalex.org/W2006246575","https://openalex.org/W2014267561","https://openalex.org/W2023031441","https://openalex.org/W2025605741","https://openalex.org/W2038174982","https://openalex.org/W2039613841","https://openalex.org/W2039779211","https://openalex.org/W2041861657","https://openalex.org/W2043338008","https://openalex.org/W2043354045","https://openalex.org/W2047013860","https://openalex.org/W2048723827","https://openalex.org/W2051926223","https://openalex.org/W2062261051","https://openalex.org/W2062378300","https://openalex.org/W2073072860","https://openalex.org/W2077504940","https://openalex.org/W2080133951","https://openalex.org/W2081580037","https://openalex.org/W2085427378","https://openalex.org/W2088337754","https://openalex.org/W2092902234","https://openalex.org/W2097219848","https://openalex.org/W2097484514","https://openalex.org/W2101084808","https://openalex.org/W2103041545","https://openalex.org/W2105543408","https://openalex.org/W2106309274","https://openalex.org/W2108450732","https://openalex.org/W2109552397","https://openalex.org/W2111972720","https://openalex.org/W2112705409","https://openalex.org/W2118557062","https://openalex.org/W2119595472","https://openalex.org/W2122704742","https://openalex.org/W2124142520","https://openalex.org/W2125470616","https://openalex.org/W2128056097","https://openalex.org/W2132245321","https://openalex.org/W2140511609","https://openalex.org/W2141161236","https://openalex.org/W2146388339","https://openalex.org/W2146497006","https://openalex.org/W2149642529","https://openalex.org/W2153266959","https://openalex.org/W2153848201","https://openalex.org/W2154685734","https://openalex.org/W2155461593","https://openalex.org/W2156491077","https://openalex.org/W2163179583","https://openalex.org/W2166004778","https://openalex.org/W2167521368","https://openalex.org/W2168407626","https://openalex.org/W2182265315","https://openalex.org/W2184003595","https://openalex.org/W2192163651","https://openalex.org/W2207884471","https://openalex.org/W2211757780","https://openalex.org/W2214169095","https://openalex.org/W2235034809","https://openalex.org/W2250194349","https://openalex.org/W2250457198","https://openalex.org/W2251478731","https://openalex.org/W2251812186","https://openalex.org/W2276076611","https://openalex.org/W2277420157","https://openalex.org/W2290805605","https://openalex.org/W2291227510","https://openalex.org/W2293743582","https://openalex.org/W2296740734","https://openalex.org/W2296746822","https://openalex.org/W2306149054","https://openalex.org/W2314000390","https://openalex.org/W2316993542","https://openalex.org/W2339881364","https://openalex.org/W2397857137","https://openalex.org/W2398883294","https://openalex.org/W2405042511","https://openalex.org/W2405329296","https://openalex.org/W2413306320","https://openalex.org/W2414927838","https://openalex.org/W2486806851","https://openalex.org/W2529747947","https://openalex.org/W2532656950","https://openalex.org/W2538660910","https://openalex.org/W2545457694","https://openalex.org/W2546133024","https://openalex.org/W2547246052","https://openalex.org/W2548529926","https://openalex.org/W2559975580","https://openalex.org/W2575354312","https://openalex.org/W2576686289","https://openalex.org/W2583516892","https://openalex.org/W2585077751","https://openalex.org/W2586577088","https://openalex.org/W2595521492","https://openalex.org/W2597943142","https://openalex.org/W2604613829","https://openalex.org/W2604892024","https://openalex.org/W2605429884","https://openalex.org/W2609701675","https://openalex.org/W2610495753","https://openalex.org/W2739746146","https://openalex.org/W2740175335","https://openalex.org/W2740643840","https://openalex.org/W2740751204","https://openalex.org/W2741216199","https://openalex.org/W2741226448","https://openalex.org/W2741937156","https://openalex.org/W2742330194","https://openalex.org/W2743800013","https://openalex.org/W2752995228","https://openalex.org/W2770514158","https://openalex.org/W2773597996","https://openalex.org/W2775336929","https://openalex.org/W2778210192","https://openalex.org/W2781265533","https://openalex.org/W2783038397","https://openalex.org/W2787296320","https://openalex.org/W2790166049","https://openalex.org/W2792220144","https://openalex.org/W2792438247","https://openalex.org/W2794227617","https://openalex.org/W2795530988","https://openalex.org/W2798818974","https://openalex.org/W2799513350","https://openalex.org/W2800344614","https://openalex.org/W2808405897","https://openalex.org/W2863494293","https://openalex.org/W2887057293","https://openalex.org/W2887516688","https://openalex.org/W2889526258","https://openalex.org/W2892395581","https://openalex.org/W2907225248","https://openalex.org/W2913239513","https://openalex.org/W2914598080","https://openalex.org/W2941211423","https://openalex.org/W2947084868","https://openalex.org/W2950876578","https://openalex.org/W2953178162","https://openalex.org/W2958515152","https://openalex.org/W2960974111","https://openalex.org/W2962629618","https://openalex.org/W2963806301","https://openalex.org/W2963857245","https://openalex.org/W2963929932","https://openalex.org/W2964300796","https://openalex.org/W2964347177","https://openalex.org/W2969985801","https://openalex.org/W2981329278","https://openalex.org/W2995481985","https://openalex.org/W2997788455","https://openalex.org/W3002118206","https://openalex.org/W3007132118","https://openalex.org/W3011345566","https://openalex.org/W3015231267","https://openalex.org/W3023274101","https://openalex.org/W3028689275","https://openalex.org/W3030163527","https://openalex.org/W3034755199","https://openalex.org/W3122507327","https://openalex.org/W3122883818","https://openalex.org/W3192963099","https://openalex.org/W4288083766"],"related_works":["https://openalex.org/W2970921912","https://openalex.org/W2732176166","https://openalex.org/W3189601246","https://openalex.org/W2883668238","https://openalex.org/W2555082807","https://openalex.org/W3136351958","https://openalex.org/W2002158216","https://openalex.org/W2341482159","https://openalex.org/W2489279181","https://openalex.org/W2162786494","https://openalex.org/W2770603593","https://openalex.org/W2100053165","https://openalex.org/W2793417852","https://openalex.org/W3122648450","https://openalex.org/W2788904277","https://openalex.org/W2135780267","https://openalex.org/W3088538988","https://openalex.org/W2152691767","https://openalex.org/W2023192212","https://openalex.org/W2075914647"],"abstract_inverted_index":{"Participation":[0],"on":[1,85,134],"social":[2,74,86,135],"media":[3,75,87,136],"platforms":[4],"has":[5],"many":[6],"benefits":[7],"but":[8,98,146],"also":[9],"poses":[10],"substantial":[11],"threats.":[12],"Users":[13],"often":[14],"face":[15],"an":[16],"unintended":[17],"loss":[18],"of":[19,43,82,155],"privacy,":[20],"are":[21,26,37],"bombarded":[22],"with":[23,117],"mis-/disinformation,":[24],"or":[25],"trapped":[27],"in":[28,147],"filter":[29],"bubbles":[30],"due":[31],"to":[32,51,68,94,119],"over-personalized":[33],"content.":[34],"These":[35],"threats":[36,84,133],"further":[38,109],"exacerbated":[39],"by":[40,137],"the":[41,49,70,131,153,156],"rise":[42],"hidden":[44],"AI-driven":[45],"algorithms":[46],"working":[47],"behind":[48],"scenes":[50],"shape":[52],"users'":[53],"thoughts,":[54],"attitudes,":[55],"and":[56,88,104,114,141,151],"behaviour.":[57],"We":[58,77,108],"investigate":[59],"how":[60],"multimedia":[61,142],"researchers":[62],"can":[63],"help":[64],"tackle":[65],"these":[66],"problems":[67],"level":[69],"playing":[71],"field":[72],"for":[73,102,127,152],"users.":[76,157],"perform":[78],"a":[79,92,96,111,148],"comprehensive":[80],"survey":[81],"algorithmic":[83,132],"use":[89],"it":[90,116],"as":[91],"lens":[93],"set":[95],"challenging":[97],"important":[99],"research":[100,122],"agenda":[101],"effective":[103],"real-time":[105],"user":[106],"nudging.":[107],"implement":[110],"conceptual":[112],"prototype":[113],"evaluate":[115],"experts":[118],"supplement":[120],"our":[121],"agenda.":[123],"This":[124],"paper":[125],"calls":[126],"solutions":[128],"that":[129],"combat":[130],"utilizing":[138],"machine":[139],"learning":[140],"content":[143],"analysis":[144],"techniques":[145],"transparent":[149],"manner":[150],"benefit":[154]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-21T08:13:44.787528","created_date":"2022-07-26T00:00:00"}
