LINKAGE: Factors in selecting a data linkage approach

Probabilistic 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...

Data Linkage Algebra, Data Linkage Dynamics, and Priority Rewriting

We introduce an algebra of data linkages. Data linkages are intended for modelling the states of computations in which dynamic data structures are involved. We present a simple model of computation in which states of computations are modelled as data linkages and state changes take place by means of certain actions. We describe the state changes and replies that result from performing those act...

Linkage Analysis : A Spatio - Temporal Data Mining Approach

Data Stream Linkage Mechanism

(DSLM), a program can be built by linking program modules to form a network through which data passes. The network is speciJed by the program designer using a mixture of pre-coded and custom coded modules. This linkage technique and the capabilities that result from it constitute an approach to programming that is radically diferent from conventional techniques. It can increase the productivity...

An Ensemble Approach for Record Matching in Data Linkage

OBJECTIVES To develop and test an optimal ensemble configuration of two complementary probabilistic data matching techniques namely Fellegi-Sunter (FS) and Jaro-Wrinkler (JW) with the goal of improving record matching accuracy. METHODS Experiments and comparative analyses were carried out to compare matching performance amongst the ensemble configurations combining FS and JW against the two t...