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This paper investigates the problem that some Arabic names can be written inmultiple ways. When someone searches for only one form of a name, neither exactnor approximate matching is appropriate for returning the multiple variants ofthe name. Exact matching requires the user to enter all forms of the name forthe search, and approximate matching yields names not among the variations ofthe one being sought. In this paper, we attempt to solve the problem with adictionary of all Arabic names mapped to their different (alternative) writingforms. We generated alternatives based on rules we derived from reviewing thefirst names of 9.9 million citizens and former citizens of Jordan. Thisdictionary can be used for both standardizing the written form when inserting anew name into a database and for searching for the name and all its alternativewritten forms. Creating the dictionary automatically based on rules resulted inat least 7% erroneous acceptance errors and 7.9% erroneous rejection errors. Weaddressed the errors by manually editing the dictionary. The dictionary can beof help to real world-databases, with the qualification that manual editingdoes not guarantee 100% correctness.

Rule-and Dictionary-based Solution for Variations in Written Arabic Names in Social Networks, Big Data, Accounting Systems and Large Databases