THE ROLE OF THE BLOCKING METHOD IN LINKING RECORDS
Keywords:
Blocking method, Search optimization, Data retrieval, Querying, Databases, Block organization, Search queries, Information retrieval, Processor power,Disk writing time, Large databases, Information extraction, Data organization, Efficiency.Abstract
The blocking method is an efficient search optimization technique used to expedite the process of querying and retrieving data from databases or tables. By organizing the data into blocks, each representing a subset of the database, this method facilitates pre-query filtering of relevant records. Users formulate search queries based on entered information, and the system navigates through blocks to quickly identify and extract pertinent data.
References
1. N. Adly. Efficient record linkage using a double embedding scheme. In DMIN, pages 274–281, 2009.
2. F. Afrati, A. D. Sarma, D. Menestrina, A. Parameswaran, and J. Ullman. Fuzzy joins using mapreduce. In ICDE, pages 498–509, 2012.
3. A. N. Aizawa and K. Oyama. A fast linkage detection scheme for multi-source information integration. In WIRI, pages 30–39, 2005.
4. A. Allam, S. Skiadopoulos, and P. Kalnis. Improved suffix blocking for record linkage and entity resolution. DKE, 117:98–113, 2018.
5. Y. Altowim, D. V. Kalashnikov, and S. Mehrotra. Progressive approach to relational entity resolution. PVLDB, 7(11):999–1010, 2014.
6. Y. Altowim and S. Mehrotra. Parallel progressive approach to entity resolution using mapreduce. In ICDE, pages 909–920, 2017.
7. A. Arasu, V. Ganti, and R. Kaushik. Efficient exact set-similarity joins. In VLDB, pages 918–929, 2006.
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Copyright (c) 2025 Ishniyazov Odil , Babajanov Mumin, Alimov Xayriddin (Author)
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