Data quality and record linkage techniques
نویسندگان
چکیده
Preparing the books to read every day is enjoyable for many people. However, there are still many people who also don't like reading. This is a problem. But, when you can support others to start reading, it will be better. One of the books that can be recommended for new readers is data quality and record linkage techniques. This book is not kind of difficult book to read. It can be read and understand by the new readers.
منابع مشابه
The effect of data cleaning on record linkage quality
BACKGROUND Within the field of record linkage, numerous data cleaning and standardisation techniques are employed to ensure the highest quality of links. While these facilities are common in record linkage software packages and are regularly deployed across record linkage units, little work has been published demonstrating the impact of data cleaning on linkage quality. METHODS A range of cle...
متن کاملA Survey of Probabilistic Record Matching Models, Techniques and Tools
Probabilistic record linkage regards the use of stochastic decision models to solve the problem of record linkage (also known as record matching). Data quality has became a key aspect in many institutions and the demand for novel, effective techniques is increasing. Record linkage in general has been studied in the last three decades and a solid probabilistic decision framework has been propose...
متن کاملProbabilistic Linkage of Persian Record with Missing Data
Extended Abstract. When the comprehensive information about a topic is scattered among two or more data sets, using only one of those data sets would lead to information loss available in other data sets. Hence, it is necessary to integrate scattered information to a comprehensive unique data set. On the other hand, sometimes we are interested in recognition of duplications in a data set. The i...
متن کاملAn Efficient way of Record Linkage System and Deduplication using Indexing techniques, Classification and FEBRL Framework
Record linkage is an important process in data integration, which is used in merging, matching and duplicate removal from several databases that refer to the same entities. Deduplication is the process of removing duplicate records in a single database. In recent years, data cleaning and standardization becomes an important process in data mining task. Due to complexity of today’s database, fin...
متن کاملTowards Parameter-free Blocking for Scalable Record Linkage
linking or matching databases is becoming increasingly important in many data mining projects, as linked data can contain information that is not available otherwise, or that would be too expensive to collect. a main challenge when linking large databases is the complexity of the linkage process: potentially each record in one database has to be compared with all records in the other database. ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2007