{"id":"https://openalex.org/W2772209501","doi":"https://doi.org/10.26615/978-954-452-049-6_096","title":"Streaming Text Analytics for Real-Time Event Recognition","display_name":"Streaming Text Analytics for Real-Time Event Recognition","publication_year":2017,"publication_date":"2017-11-10","ids":{"openalex":"https://openalex.org/W2772209501","doi":"https://doi.org/10.26615/978-954-452-049-6_096","mag":"2772209501"},"language":"en","primary_location":{"id":"doi:10.26615/978-954-452-049-6_096","is_oa":true,"landing_page_url":"http://doi.org/10.26615/978-954-452-049-6_096","pdf_url":"https://doi.org/10.26615/978-954-452-049-6_096","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"RANLP 2017 - Recent Advances in Natural Language Processing Meet Deep Learning","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.26615/978-954-452-049-6_096","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Deutsches Forschungszentrum f\u00a8ur K\u00a8unstliche Intelligenz, Germany","orcid":null},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Deutsches Forschungszentrum f\u00a8ur K\u00a8unstliche Intelligenz, Germany","raw_affiliation_strings":["Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz, Germany"],"affiliations":[{"raw_affiliation_string":"Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025893671","display_name":"Philippe Thomas","orcid":"https://orcid.org/0000-0001-9136-9660"},"institutions":[{"id":"https://openalex.org/I2802442800","display_name":"Deutsches Forschungsnetz","ror":"https://ror.org/038t94116","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2802442800"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philippe Thomas","raw_affiliation_strings":["Deutsches Forschungszentrum fr Knstliche Intelligenz, Germany","Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz, Germany"],"affiliations":[{"raw_affiliation_string":"Deutsches Forschungszentrum fr Knstliche Intelligenz, Germany","institution_ids":["https://openalex.org/I2802442800"]},{"raw_affiliation_string":"Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082035555","display_name":"Johannes Kirschnick","orcid":null},"institutions":[{"id":"https://openalex.org/I2802442800","display_name":"Deutsches Forschungsnetz","ror":"https://ror.org/038t94116","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2802442800"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johannes Kirschnick","raw_affiliation_strings":["Deutsches Forschungszentrum fr Knstliche Intelligenz, Germany","Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz, Germany"],"affiliations":[{"raw_affiliation_string":"Deutsches Forschungszentrum fr Knstliche Intelligenz, Germany","institution_ids":["https://openalex.org/I2802442800"]},{"raw_affiliation_string":"Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070094187","display_name":"Leonhard Hennig","orcid":"https://orcid.org/0000-0002-9594-2011"},"institutions":[{"id":"https://openalex.org/I2802442800","display_name":"Deutsches Forschungsnetz","ror":"https://ror.org/038t94116","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2802442800"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Leonhard Hennig","raw_affiliation_strings":["Deutsches Forschungszentrum fr Knstliche Intelligenz, Germany","Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz, Germany"],"affiliations":[{"raw_affiliation_string":"Deutsches Forschungszentrum fr Knstliche Intelligenz, Germany","institution_ids":["https://openalex.org/I2802442800"]},{"raw_affiliation_string":"Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043140322","display_name":"Renlong Ai","orcid":null},"institutions":[{"id":"https://openalex.org/I2802442800","display_name":"Deutsches Forschungsnetz","ror":"https://ror.org/038t94116","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2802442800"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Renlong Ai","raw_affiliation_strings":["Deutsches Forschungszentrum fr Knstliche Intelligenz, Germany","Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz, Germany"],"affiliations":[{"raw_affiliation_string":"Deutsches Forschungszentrum fr Knstliche Intelligenz, Germany","institution_ids":["https://openalex.org/I2802442800"]},{"raw_affiliation_string":"Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014716902","display_name":"Sven Schmeier","orcid":null},"institutions":[{"id":"https://openalex.org/I2802442800","display_name":"Deutsches Forschungsnetz","ror":"https://ror.org/038t94116","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2802442800"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sven Schmeier","raw_affiliation_strings":["Deutsches Forschungszentrum fr Knstliche Intelligenz, Germany","Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz, Germany"],"affiliations":[{"raw_affiliation_string":"Deutsches Forschungszentrum fr Knstliche Intelligenz, Germany","institution_ids":["https://openalex.org/I2802442800"]},{"raw_affiliation_string":"Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078519500","display_name":"Holmer Hemsen","orcid":null},"institutions":[{"id":"https://openalex.org/I2802442800","display_name":"Deutsches Forschungsnetz","ror":"https://ror.org/038t94116","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2802442800"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Holmer Hemsen","raw_affiliation_strings":["Deutsches Forschungszentrum fr Knstliche Intelligenz, Germany","Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz, Germany"],"affiliations":[{"raw_affiliation_string":"Deutsches Forschungszentrum fr Knstliche Intelligenz, Germany","institution_ids":["https://openalex.org/I2802442800"]},{"raw_affiliation_string":"Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100947652","display_name":"Feiyu Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I2802442800","display_name":"Deutsches Forschungsnetz","ror":"https://ror.org/038t94116","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2802442800"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Feiyu Xu","raw_affiliation_strings":["Deutsches Forschungszentrum fr Knstliche Intelligenz, Germany","Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz, Germany"],"affiliations":[{"raw_affiliation_string":"Deutsches Forschungszentrum fr Knstliche Intelligenz, Germany","institution_ids":["https://openalex.org/I2802442800"]},{"raw_affiliation_string":"Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112249167","display_name":"Hans Uszkoreit","orcid":null},"institutions":[{"id":"https://openalex.org/I2802442800","display_name":"Deutsches Forschungsnetz","ror":"https://ror.org/038t94116","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2802442800"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hans Uszkoreit","raw_affiliation_strings":["Deutsches Forschungszentrum fr Knstliche Intelligenz, Germany"],"affiliations":[{"raw_affiliation_string":"Deutsches Forschungszentrum fr Knstliche Intelligenz, Germany","institution_ids":["https://openalex.org/I2802442800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I33256026"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.22301777,"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":"750","last_page":"757"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.998199999332428,"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/T11719","display_name":"Data Quality and Management","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.867424726486206},{"id":"https://openalex.org/keywords/rss","display_name":"RSS","score":0.7876032590866089},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6667811870574951},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6391494274139404},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5686378479003906},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.5325716137886047},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4972555935382843},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.47159063816070557},{"id":"https://openalex.org/keywords/complex-event-processing","display_name":"Complex event processing","score":0.453269898891449},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.43103307485580444},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32486802339553833},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.25385451316833496},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.22568801045417786},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22121953964233398},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2181471288204193},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10042807459831238}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.867424726486206},{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.7876032590866089},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6667811870574951},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6391494274139404},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5686378479003906},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.5325716137886047},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4972555935382843},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.47159063816070557},{"id":"https://openalex.org/C123606473","wikidata":"https://www.wikidata.org/wiki/Q907918","display_name":"Complex event processing","level":3,"score":0.453269898891449},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.43103307485580444},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32486802339553833},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.25385451316833496},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.22568801045417786},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22121953964233398},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2181471288204193},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10042807459831238},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.26615/978-954-452-049-6_096","is_oa":true,"landing_page_url":"http://doi.org/10.26615/978-954-452-049-6_096","pdf_url":"https://doi.org/10.26615/978-954-452-049-6_096","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"RANLP 2017 - Recent Advances in Natural Language Processing Meet Deep Learning","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.26615/978-954-452-049-6_096","is_oa":true,"landing_page_url":"http://doi.org/10.26615/978-954-452-049-6_096","pdf_url":"https://doi.org/10.26615/978-954-452-049-6_096","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"RANLP 2017 - Recent Advances in Natural Language Processing Meet Deep Learning","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4000000059604645}],"awards":[{"id":"https://openalex.org/G352791218","display_name":null,"funder_award_id":"(BMBF)","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G7809013012","display_name":null,"funder_award_id":"01IS14013E","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G7993038824","display_name":null,"funder_award_id":"01IS14013E","funder_id":"https://openalex.org/F4320334604","funder_display_name":"Banting and Best Diabetes Centre, University of Toronto"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320334604","display_name":"Banting and Best Diabetes Centre, University of Toronto","ror":"https://ror.org/03dbr7087"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2772209501.pdf","grobid_xml":"https://content.openalex.org/works/W2772209501.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W30446498","https://openalex.org/W69755908","https://openalex.org/W183066880","https://openalex.org/W1541691357","https://openalex.org/W1591708989","https://openalex.org/W1982029265","https://openalex.org/W2094728533","https://openalex.org/W2096797897","https://openalex.org/W2107598941","https://openalex.org/W2108604762","https://openalex.org/W2113887181","https://openalex.org/W2120101509","https://openalex.org/W2121810937","https://openalex.org/W2123442489","https://openalex.org/W2135909747","https://openalex.org/W2147880316","https://openalex.org/W2293159451","https://openalex.org/W2407338347","https://openalex.org/W2781697036"],"related_works":["https://openalex.org/W426968574","https://openalex.org/W2365639220","https://openalex.org/W2382520895","https://openalex.org/W2393709043","https://openalex.org/W2080567403","https://openalex.org/W2539387137","https://openalex.org/W2374952201","https://openalex.org/W2374808384","https://openalex.org/W2385449752","https://openalex.org/W2619844325"],"abstract_inverted_index":{"A":[0],"huge":[1],"body":[2],"of":[3,16,116,124],"continuously":[4],"growing":[5],"written":[6],"knowledge":[7],"is":[8,92,130],"available":[9,131],"on":[10,76],"the":[11,14,53,112],"web":[12],"in":[13,103],"form":[15],"social":[17],"media":[18],"posts,":[19],"RSS":[20],"feeds,":[21],"and":[22,58,64,87,100],"news":[23],"articles.":[24],"Real-time":[25],"information":[26],"extraction":[27,114],"from":[28,69],"such":[29,45],"high":[30,32,85],"velocity,":[31],"volume":[33],"text":[34,71],"streams":[35],"requires":[36],"scalable,":[37],"distributed":[38],"natural":[39],"language":[40],"processing":[41],"pipelines.":[42],"We":[43,105],"introduce":[44],"a":[46,121],"system":[47,83,129],"for":[48,62,111],"fine-grained":[49],"event":[50,113,125],"recognition":[51],"within":[52],"big":[54],"data":[55],"framework":[56],"Flink,":[57],"demonstrate":[59],"its":[60],"capabilities":[61],"extracting":[63],"geo-locating":[65],"mobility-and":[66],"industryrelated":[67],"events":[68,95],"heterogeneous":[70],"sources.":[72],"Performance":[73],"analyses":[74],"conducted":[75],"several":[77],"large":[78],"datasets":[79],"show":[80],"that":[81],"our":[82,117],"achieves":[84],"throughput":[86],"maintains":[88],"low":[89],"latency,":[90],"which":[91,119],"crucial":[93],"when":[94],"need":[96],"to":[97],"be":[98],"detected":[99],"acted":[101],"upon":[102],"real-time.":[104],"also":[106],"present":[107],"promising":[108],"experimental":[109],"results":[110],"component":[115],"system,":[118],"recognizes":[120],"novel":[122],"set":[123],"types.":[126],"The":[127],"demo":[128],"at":[132],"http://":[133],"dfki.de/sd4m-sta-demo/.":[134]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2017-12-22T00:00:00"}
