{"id":"https://openalex.org/W2783711372","doi":"https://doi.org/10.1109/bigdata.2017.8258271","title":"Identifying sensor accesses from service descriptions","display_name":"Identifying sensor accesses from service descriptions","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2783711372","doi":"https://doi.org/10.1109/bigdata.2017.8258271","mag":"2783711372"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2017.8258271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2017.8258271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5082297525","display_name":"Antara Palit","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antara Palit","raw_affiliation_strings":["IBM T J Watson Research Center, Yorktown Heights, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM T J Watson Research Center, Yorktown Heights, NY","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072108555","display_name":"Mudhakar Srivatsa","orcid":"https://orcid.org/0000-0002-5874-3750"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mudhakar Srivatsa","raw_affiliation_strings":["IBM T J Watson Research Center, Yorktown Heights, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM T J Watson Research Center, Yorktown Heights, NY","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011324325","display_name":"Raghu Ganti","orcid":"https://orcid.org/0000-0003-3658-7918"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raghu Ganti","raw_affiliation_strings":["IBM T J Watson Research Center, Yorktown Heights, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM T J Watson Research Center, Yorktown Heights, NY","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049807337","display_name":"Christopher Simpkin","orcid":null},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Christopher Simpkin","raw_affiliation_strings":["Cardiff University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiff University","institution_ids":["https://openalex.org/I79510175"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":null,"first_page":"3006","last_page":"3011"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9995999932289124,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9980999827384949,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8235670328140259},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.7571899890899658},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6885126233100891},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6523058414459229},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6251295208930969},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6042470335960388},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5748798847198486},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5645763278007507},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5596115589141846},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5184857249259949},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4597187042236328},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.45615851879119873},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4498788118362427},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3455425500869751},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.29595649242401123},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16279083490371704},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11701464653015137}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8235670328140259},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.7571899890899658},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6885126233100891},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6523058414459229},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6251295208930969},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6042470335960388},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5748798847198486},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5645763278007507},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5596115589141846},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5184857249259949},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4597187042236328},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.45615851879119873},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4498788118362427},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3455425500869751},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.29595649242401123},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16279083490371704},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11701464653015137},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2017.8258271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2017.8258271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1967021753","https://openalex.org/W2123442489","https://openalex.org/W2125826911","https://openalex.org/W2153579005","https://openalex.org/W2153932331","https://openalex.org/W2465066950","https://openalex.org/W2535068809","https://openalex.org/W2594745756","https://openalex.org/W2619271281","https://openalex.org/W2754160407","https://openalex.org/W4294170691","https://openalex.org/W6636510571","https://openalex.org/W6682691769","https://openalex.org/W6719189344","https://openalex.org/W6734648662"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313463218","https://openalex.org/W4312996489","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4319161913"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,12,24,45,56],"computing":[3],"infrastructure":[4],"constitute":[5],"edge":[6,22,37],"nodes":[7,38],"prominently":[8],"(e.g.,":[9],"smartphones,":[10],"cars)":[11],"their":[13],"computation":[14],"pipeline.":[15],"Applications":[16],"that":[17,33,93],"combine":[18,34],"sensor/IoT":[19],"data":[20],"from":[21,36],"devices":[23],"a":[25,95],"distributed":[26],"fashion":[27],"are":[28,42,84],"growing.":[29],"Dynamically":[30],"composed":[31],"applications":[32,58],"resources":[35],"and":[39,50,68,80,120],"the":[40,62,65,74,103,125],"cloud":[41],"becoming":[43],"common":[44],"various":[46],"domains":[47],"including":[48],"urban":[49],"military":[51],"settings.":[52],"A":[53],"key":[54],"challenge":[55],"such":[57],"is":[59,77],"to":[60,122],"bridge":[61],"gap":[63],"between":[64],"application's":[66],"description":[67,76,101],"its":[69,81,106],"IoT":[70,82,107],"resource":[71],"requirements,":[72],"where":[73],"application":[75],"unstructured":[78,99],"text":[79,100],"requirements":[83,128],"structured.":[85],"In":[86],"this":[87],"paper,":[88],"we":[89],"describe":[90],"an":[91,115],"approach":[92],"develops":[94],"model":[96,111],"which":[97],"given":[98],"of":[102,118],"service":[104],"predicts":[105],"sensor":[108,127],"requirements.":[109],"Our":[110],"can":[112],"predict":[113],"with":[114],"average":[116],"accuracy":[117],"77%":[119],"up":[121],"88%":[123],"on":[124],"top-20":[126],"for":[129],"300":[130],"different":[131],"applications.":[132]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}