{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:27:48Z","timestamp":1750220868954,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":19,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,12,2]],"date-time":"2019-12-02T00:00:00Z","timestamp":1575244800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,12,2]]},"DOI":"10.1145\/3366030.3366103","type":"proceedings-article","created":{"date-parts":[[2020,2,22]],"date-time":"2020-02-22T12:18:47Z","timestamp":1582373927000},"page":"418-422","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["An Application of Distributed Data Mining to Identify Data Quality Problems"],"prefix":"10.1145","author":[{"given":"Eshref","family":"Januzaj","sequence":"first","affiliation":[{"name":"Munich University of Applied Sciences, Munich, Germany"}]},{"given":"Visar","family":"Januzaj","sequence":"additional","affiliation":[{"name":"RheinMain University of Applied Sciences, R\u00fcsselsheim, Germany"}]},{"given":"Peter","family":"Mandl","sequence":"additional","affiliation":[{"name":"Munich University of Applied Sciences, Munich, Germany"}]}],"member":"320","published-online":{"date-parts":[[2020,2,22]]},"reference":[{"volume-title":"Data quality: concepts, methodologies and techniques","author":"Batini Carlo","key":"e_1_3_2_1_1_1","unstructured":"Carlo Batini and Monica Scannapieca . 2006. Data quality: concepts, methodologies and techniques . Springer-Verlag , Berlin, Heidelberg , New York. Carlo Batini and Monica Scannapieca. 2006. Data quality: concepts, methodologies and techniques. Springer-Verlag, Berlin, Heidelberg, New York."},{"key":"e_1_3_2_1_2_1","volume-title":"Data Quality Mining: New Research Directions. Tutorial: International Conference on Data Mining (ICDM","author":"Berti-\u00c9quille Laure","year":"2009","unstructured":"Laure Berti-\u00c9quille and Tamraparni Dasu . 2009 . Data Quality Mining: New Research Directions. Tutorial: International Conference on Data Mining (ICDM 2009). Laure Berti-\u00c9quille and Tamraparni Dasu. 2009. Data Quality Mining: New Research Directions. Tutorial: International Conference on Data Mining (ICDM 2009)."},{"key":"e_1_3_2_1_3_1","volume-title":"Data Mining: Introductory and Advanced Topics","author":"Dunham Margaret H.","year":"2003","unstructured":"Margaret H. Dunham . 2003 . Data Mining: Introductory and Advanced Topics . Prentice Hall , Person Education Inc., Upper Saddle River, New Jersey 07458, USA. Margaret H. Dunham. 2003. Data Mining: Introductory and Advanced Topics. Prentice Hall, Person Education Inc., Upper Saddle River, New Jersey 07458, USA."},{"key":"e_1_3_2_1_4_1","volume-title":"Proceedings of 2nd International Conference on Knowledge Discovery and Data Mining (KDD). IAAI Press, 226--231","author":"Ester Martin","year":"1996","unstructured":"Martin Ester , Hans-Peter Kriegel , J\u00f6rg Sander , and Xiaowei Xu . 1996 . A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise . In Proceedings of 2nd International Conference on Knowledge Discovery and Data Mining (KDD). IAAI Press, 226--231 . Martin Ester, Hans-Peter Kriegel, J\u00f6rg Sander, and Xiaowei Xu. 1996. A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise. In Proceedings of 2nd International Conference on Knowledge Discovery and Data Mining (KDD). IAAI Press, 226--231."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/1376916.1376940"},{"key":"e_1_3_2_1_6_1","unstructured":"Usama M. Fayyad Gregory Piatetsky-Shapiro Padhraic Smyth and Ramasamy Uthurusamy (Eds.). 1996. Advances in Knowledge Discovery and Data Mining. AAAI\/MIT Press.  Usama M. Fayyad Gregory Piatetsky-Shapiro Padhraic Smyth and Ramasamy Uthurusamy (Eds.). 1996. Advances in Knowledge Discovery and Data Mining. AAAI\/MIT Press."},{"key":"e_1_3_2_1_7_1","volume-title":"Data Mining: Concepts and Techniques","author":"Han Jiawei","year":"2000","unstructured":"Jiawei Han and Micheline Kamber . 2000 . Data Mining: Concepts and Techniques . Morgan Kaufmann Publishers Inc ., San Francisco, CA, USA. Jiawei Han and Micheline Kamber. 2000. Data Mining: Concepts and Techniques. Morgan Kaufmann Publishers Inc., San Francisco, CA, USA."},{"key":"e_1_3_2_1_8_1","unstructured":"Jochen Hipp Ulrich G\u00fcntzer and Udo Grimmer. 2001. Data Quality Mining -Making a Virtue of Necessity. In DMKD.  Jochen Hipp Ulrich G\u00fcntzer and Udo Grimmer. 2001. Data Quality Mining -Making a Virtue of Necessity. In DMKD."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/ADVCOMP.2009.11"},{"key":"e_1_3_2_1_10_1","volume-title":"Databases and Applications: IASTED International Conference on Databases and Applications, part of the 22nd Multi-Conference on Applied Informatics","author":"Januzaj Eshref","year":"2004","unstructured":"Eshref Januzaj , Hans-Peter Kriegel , and Martin Pfeifle . 2004 . A Quality Measure for Distributed Clustering . In Databases and Applications: IASTED International Conference on Databases and Applications, part of the 22nd Multi-Conference on Applied Informatics , Innsbruck, Austria , February 17-19, 2004, M. H. Hamza (Ed.). IASTED\/ACTA Press, 133--138. Eshref Januzaj, Hans-Peter Kriegel, and Martin Pfeifle. 2004. A Quality Measure for Distributed Clustering. In Databases and Applications: IASTED International Conference on Databases and Applications, part of the 22nd Multi-Conference on Applied Informatics, Innsbruck, Austria, February 17-19, 2004, M. H. Hamza (Ed.). IASTED\/ACTA Press, 133--138."},{"key":"e_1_3_2_1_11_1","volume-title":"Knowledge Discovery in Databases: PKDD","author":"Januzaj Eshref","year":"2004","unstructured":"Eshref Januzaj , Hans-Peter Kriegel , and Martin Pfeifle . 2004. Scalable Density-Based Distributed Clustering . In Knowledge Discovery in Databases: PKDD 2004 , 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Pisa, Italy, September 20-24, 2004, Proceedings (Lecture Notes in Computer Science), Jean-Fran\u00e7ois Boulicaut, Floriana Esposito, Fosca Giannotti, and Dino Pedreschi (Eds.), Vol. 3202 . Springer , 231--244. Eshref Januzaj, Hans-Peter Kriegel, and Martin Pfeifle. 2004. Scalable Density-Based Distributed Clustering. In Knowledge Discovery in Databases: PKDD 2004, 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Pisa, Italy, September 20-24, 2004, Proceedings (Lecture Notes in Computer Science), Jean-Fran\u00e7ois Boulicaut, Floriana Esposito, Fosca Giannotti, and Dino Pedreschi (Eds.), Vol. 3202. Springer, 231--244."},{"key":"e_1_3_2_1_12_1","volume-title":"Astronomical Data Analysis Software and Systems IX","author":"Hanisch R. J.","year":"2000","unstructured":"R. J. Hanisch . 2000. Distributed Data Systems and Services for Astronomy and the Space Sciences . In Astronomical Data Analysis Software and Systems IX , San Francisco : ASP, 2000 , D. Crabtree N. Manset, C. Veillet (Ed.), Vol. 216 . ASP Conf. Ser . R. J.Hanisch. 2000. Distributed Data Systems and Services for Astronomy and the Space Sciences. In Astronomical Data Analysis Software and Systems IX, San Francisco: ASP, 2000, D. Crabtree N. Manset, C. Veillet (Ed.), Vol. 216. ASP Conf. Ser."},{"key":"e_1_3_2_1_13_1","first-page":"22","article-title":"Regelbasierte Ausrei\u00dfersuche zur Datenqualit\u00e4tsanalyse","volume":"14","author":"K\u00fcbart Joachim","year":"2005","unstructured":"Joachim K\u00fcbart , Udo Grimmer , and Jochen Hipp . 2005 . Regelbasierte Ausrei\u00dfersuche zur Datenqualit\u00e4tsanalyse . Datenbank-Spektrum 14 (2005), 22 -- 28 . Joachim K\u00fcbart, Udo Grimmer, and Jochen Hipp. 2005. Regelbasierte Ausrei\u00dfersuche zur Datenqualit\u00e4tsanalyse. Datenbank-Spektrum 14 (2005), 22--28.","journal-title":"Datenbank-Spektrum"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.2481\/dsj.6.S658"},{"key":"e_1_3_2_1_15_1","volume-title":"Data Engineering, 2002. Proceedings. 18th International Conference on. 117--128","author":"Melnik S.","year":"2002","unstructured":"S. Melnik , H. Garcia-Molina , and E. Rahm . 2002. Similarity flooding: a versatile graph matching algorithm and its application to schema matching . In Data Engineering, 2002. Proceedings. 18th International Conference on. 117--128 . https:\/\/doi.org\/10.1109\/ICDE. 2002 .994702 10.1109\/ICDE.2002.994702 S. Melnik, H. Garcia-Molina, and E. Rahm. 2002. Similarity flooding: a versatile graph matching algorithm and its application to schema matching. In Data Engineering, 2002. Proceedings. 18th International Conference on. 117--128. https:\/\/doi.org\/10.1109\/ICDE.2002.994702"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/s007780100057"},{"key":"e_1_3_2_1_17_1","first-page":"3","article-title":"Data Cleaning: Problems and Current Approaches","volume":"23","author":"Rahm Erhard","year":"2000","unstructured":"Erhard Rahm and Hong Hai Do . 2000 . Data Cleaning: Problems and Current Approaches . IEEE Data Eng. Bull. 23 , 4 (2000), 3 -- 13 . Erhard Rahm and Hong Hai Do. 2000. Data Cleaning: Problems and Current Approaches. IEEE Data Eng. Bull. 23, 4 (2000), 3--13.","journal-title":"IEEE Data Eng. Bull."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401965"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"crossref","unstructured":"Yuan Yang Mengdong Chen and Bin Gao. 2008. An Effective Content-Based Schema Matching Algorithm. In 2008 International Seminar on Future Information Technology and Management Engineering. 7--11.  Yuan Yang Mengdong Chen and Bin Gao. 2008. An Effective Content-Based Schema Matching Algorithm. In 2008 International Seminar on Future Information Technology and Management Engineering. 7--11.","DOI":"10.1109\/FITME.2008.38"}],"event":{"name":"iiWAS2019: The 21st International Conference on Information Integration and Web-based Applications & Services","sponsor":["JKU Johannes Kepler Universit\u00e4t Linz","@WAS International Organization of Information Integration and Web-based Applications and Services"],"location":"Munich Germany","acronym":"iiWAS2019"},"container-title":["Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3366030.3366103","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3366030.3366103","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:23:50Z","timestamp":1750202630000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3366030.3366103"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12,2]]},"references-count":19,"alternative-id":["10.1145\/3366030.3366103","10.1145\/3366030"],"URL":"https:\/\/doi.org\/10.1145\/3366030.3366103","relation":{},"subject":[],"published":{"date-parts":[[2019,12,2]]},"assertion":[{"value":"2020-02-22","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}