{"id":"https://openalex.org/W2528840078","doi":"https://doi.org/10.1145/2872518.2889370","title":"Cluster Hypothesis in Low-Cost IR Evaluation with Different Document Representations","display_name":"Cluster Hypothesis in Low-Cost IR Evaluation with Different Document Representations","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2528840078","doi":"https://doi.org/10.1145/2872518.2889370","mag":"2528840078"},"language":"en","primary_location":{"id":"doi:10.1145/2872518.2889370","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2872518.2889370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th International Conference Companion on World Wide Web - WWW '16 Companion","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/A5045420836","display_name":"Kai-Lung Hui","orcid":"https://orcid.org/0000-0002-7074-1176"},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kai Hui","raw_affiliation_strings":["Max Planck Institute for Informatics, Saarbr\u00fccken,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Informatics, Saarbr\u00fccken,Germany","institution_ids":["https://openalex.org/I4210109712"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039440854","display_name":"Klaus Berberich","orcid":"https://orcid.org/0000-0003-3813-9721"},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Klaus Berberich","raw_affiliation_strings":["Max Planck Institute for Informatics, Saarbr\u00fccken,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Informatics, Saarbr\u00fccken,Germany","institution_ids":["https://openalex.org/I4210109712"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210109712"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9961000084877014,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9961000084877014,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9930999875068665,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9851999878883362,"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":0.8180622458457947},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.7769473791122437},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7330332398414612},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6828185319900513},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6354239583015442},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6238428950309753},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4970903694629669},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.49636393785476685},{"id":"https://openalex.org/keywords/similitude","display_name":"Similitude","score":0.4186432957649231},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35700035095214844},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3260289430618286}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8180622458457947},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7769473791122437},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7330332398414612},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6828185319900513},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6354239583015442},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6238428950309753},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4970903694629669},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.49636393785476685},{"id":"https://openalex.org/C143271835","wikidata":"https://www.wikidata.org/wiki/Q254515","display_name":"Similitude","level":2,"score":0.4186432957649231},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35700035095214844},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3260289430618286},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2872518.2889370","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2872518.2889370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th International Conference Companion on World Wide Web - WWW '16 Companion","raw_type":"proceedings-article"},{"id":"pmh:oai:escidoc.org:escidoc:2318731","is_oa":false,"landing_page_url":"http://hdl.handle.net/11858/00-001M-0000-002B-08E3-C","pdf_url":null,"source":{"id":"https://openalex.org/S7407052962","display_name":"Max Planck Digital Library","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":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1841679465","https://openalex.org/W1880262756","https://openalex.org/W2041565863","https://openalex.org/W2114804204","https://openalex.org/W2131744502","https://openalex.org/W2153579005","https://openalex.org/W2158997610","https://openalex.org/W2165903295","https://openalex.org/W4231510805","https://openalex.org/W4244975643"],"related_works":["https://openalex.org/W2912726924","https://openalex.org/W1995247875","https://openalex.org/W2073555250","https://openalex.org/W1984733048","https://openalex.org/W3186475613","https://openalex.org/W2165159668","https://openalex.org/W2165981566","https://openalex.org/W1996655143","https://openalex.org/W2054877875","https://openalex.org/W3094927943"],"abstract_inverted_index":{"Offline":[0],"evaluation":[1],"for":[2,17],"information":[3,78],"retrieval":[4,11],"aims":[5],"to":[6,33,89,127],"compare":[7],"the":[8,38,41,48,51,57,93,108],"performance":[9],"of":[10,20,40,59,110],"systems":[12],"based":[13],"on":[14,104],"relevance":[15],"judgments":[16,25,61],"a":[18,70,128],"set":[19],"test":[21],"queries.":[22],"Since":[23],"manual":[24,60],"are":[26],"expensive,":[27],"selective":[28],"labeling":[29],"has":[30],"been":[31],"developed":[32],"semi-automatically":[34],"label":[35],"documents,":[36,76],"in":[37,74,107,119],"wake":[39],"similarity":[42,125],"relationship":[43],"among":[44],"retrieved":[45],"documents.":[46],"Intuitively,":[47],"agreement":[49,91],"w.r.t":[50],"cluster":[52,94],"hypothesis":[53],"can":[54,63,87],"directly":[55],"determine":[56],"amount":[58],"that":[62,83,114],"be":[64],"saved":[65],"by":[66],"creating":[67],"labels":[68],"with":[69,92],"semi-automatic":[71],"method.":[72],"Meanwhile,":[73],"representing":[75],"certain":[77],"is":[79],"lost.":[80],"We":[81],"argue":[82],"better":[84,90],"document":[85,102,116,124],"representation":[86],"lead":[88],"hypothesis.":[95],"To":[96],"this":[97],"end,":[98],"we":[99],"investigate":[100],"different":[101,115],"representations":[103,117],"established":[105],"benchmarks":[106],"context":[109],"low-cost":[111],"evaluation,":[112],"showing":[113],"vary":[118],"how":[120],"well":[121],"they":[122],"capture":[123],"relative":[126],"query.":[129]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}