{"_id":{"_str":"51f5f050a57e92543f000716"},"__v":63,"authorIDs":["545720922abc8e9f370000ae","545808892abc8e9f370009fc","5461bd8e8a9aab071c00009d","5PFMiHGwfvbGBZwWF","5de7280d97054edf010000c3","5e02b1a419da8edf01000028","5e048450db7916df010000b1","5e06d565a0810cde0100009b","5e10e27445c12cde01000062","5e123345c196d3de01000074","5e14ba61e55ed8de01000072","5e189b4e779abfdf0100013f","5e216f7e5a651cdf010000eb","5e25b9fdf299d4de01000001","5e2d64605e7586df01000083","5e36e5e9b26a0fde0100005e","5e37d23b56571fde010000de","5e4ded1052c311f20100018e","5e51a3102793ecde010000e0","5e59a6b5ad6c7fde01000114","5e5d588ead47bcde01000072","5e60e857839e59df010000f1","A5AFuDAiNR4HEYiFD","BtzwZ6TFPsASbdqvo","DLdeXAmrbA4niYQzH","FyLDFGg993nDS2Spf","NCjPvWahWRjdP3ghB","XcyP3jptz7zE4ZLws","aiXjXMLP63k5WCt84","fTDcT5K3oSTcdxSBj","fbKNfWffDzdzubrER","haaAs2rQaQA7EaZva","nQX2P8WzFeKwcpLqd","nuWuyLnGu7YzMrn4d","pfENTBFWo85mRy3ik","rX6EShFR2rMFmQL2C","w6wHZukTjqqera7BR","woa42kCD35yCmdQTj","yPgvarsL7KAT9yfZd","yzkCNJMYNL8B3bni2","zDG3tj87ZfYXo7u9c"],"author_short":["Hogan, A.","Polleres, A.","Umbrich, J.","Zimmermann, A."],"bibbaseid":"hogan-polleres-umbrich-zimmermann-someentitiesaremoreequalthanothersstatisticalmethodstoconsolidatelinkeddata-2010","bibdata":{"bibtype":"inproceedings","type":"workshop","abstract":"We propose a method for consolidating entities in RDF data on the Web. Our approach is based on a statistical analysis of the use of predicates and their associated values to identify ``quasi''-key properties. Compared to a purely symbolic based approach, we obtain promising results, retrieving more identical entities with a high precision. We also argue that our technique scales well – possibly to the size of the current Web of Data – as opposed to more expensive existing approaches.","address":"Heraklion, Greece","author":[{"firstnames":["Aidan"],"propositions":[],"lastnames":["Hogan"],"suffixes":[]},{"firstnames":["Axel"],"propositions":[],"lastnames":["Polleres"],"suffixes":[]},{"firstnames":["Jürgen"],"propositions":[],"lastnames":["Umbrich"],"suffixes":[]},{"firstnames":["Antoine"],"propositions":[],"lastnames":["Zimmermann"],"suffixes":[]}],"booktitle":"Workshop on New Forms of Reasoning for the Semantic Web: Scalable & Dynamic (NeFoRS10)","day":"30","month":"May","projects":"lion2","title":"Some entities are more equal than others: statistical methods to consolidate Linked Data","url":"http://www.polleres.net/publications/hoga-etal-2010NeFoRS.pdf","year":"2010","bdsk-url-1":"http://www.polleres.net/publications/hoga-etal-2010NeFoRS.pdf","bibtex":"@inproceedings{hoga-etal-2010NeFoRS,\n\tAbstract = {We propose a method for consolidating entities in RDF data on the Web. Our approach is based on a statistical analysis of the use of predicates and their associated values to identify ``quasi''-key properties. Compared to a purely symbolic based approach, we obtain promising results, retrieving more identical entities with a high precision. We also argue that our technique scales well -- possibly to the size of the current Web of Data -- as opposed to more expensive existing approaches.},\n\tAddress = {Heraklion, Greece},\n\tAuthor = {Aidan Hogan and Axel Polleres and J{\\\"u}rgen Umbrich and Antoine Zimmermann},\n\tBooktitle = {Workshop on New Forms of Reasoning for the Semantic Web: Scalable \\& Dynamic (NeFoRS10)},\n\tDay = {30},\n\tMonth = MAY,\n\tProjects = {lion2},\n\tTitle = {Some entities are more equal than others: statistical methods to consolidate Linked Data},\n\tType = WS,\n\tUrl = {http://www.polleres.net/publications/hoga-etal-2010NeFoRS.pdf},\n\tYear = 2010,\n\tBdsk-Url-1 = {http://www.polleres.net/publications/hoga-etal-2010NeFoRS.pdf}}\n\n","author_short":["Hogan, A.","Polleres, A.","Umbrich, J.","Zimmermann, A."],"key":"hoga-etal-2010NeFoRS","id":"hoga-etal-2010NeFoRS","bibbaseid":"hogan-polleres-umbrich-zimmermann-someentitiesaremoreequalthanothersstatisticalmethodstoconsolidatelinkeddata-2010","role":"author","urls":{"Paper":"http://www.polleres.net/publications/hoga-etal-2010NeFoRS.pdf"},"metadata":{"authorlinks":{"polleres, a":"https://bibbase.org/show?bib=www.polleres.net/mypublications.bib"}},"downloads":0,"html":""},"bibtype":"inproceedings","biburl":"www.polleres.net/mypublications.bib","downloads":0,"keywords":[],"search_terms":["entities","more","equal","others","statistical","methods","consolidate","linked","data","hogan","polleres","umbrich","zimmermann"],"title":"Some entities are more equal than others: statistical methods to consolidate Linked Data","title_words":["entities","more","equal","others","statistical","methods","consolidate","linked","data"],"year":2010,"dataSources":["cBfwyqsLFQQMc4Fss","gixxkiKt6rtWGoKSh","QfLT6siHZuHw9MqvK"]}