The invention relates to the technical field of
big data. The invention discloses an intelligent error
correction method for proper nouns. The method comprises the steps of obtaining a
proper noun tobe corrected, performing word segmentation
processing on the
proper noun to be corrected to obtain a plurality of word segmentation fragments of a text to be corrected, outputting the word segmentation fragments in a
pinyin format, taking
pinyin of each word segmentation fragment as a keyword, and retrieving candidate words corresponding to the word segmentation fragments from a preset homophone dictionary to obtain a
retrieval result; if the
retrieval result is not empty, determining each retrieval candidate word based on the
retrieval result, respectively calculating scores of the retrievalcandidate words, sorting the scores, and outputting a sorting result; and based on the sorting result, taking the candidate word with the highest
score as a replacement item to replace the corresponding word segmentation segment. The invention further discloses an intelligent error correction device and equipment for the proper nouns and a computer readable storage medium. According to the invention, a more accurate intelligent error correction service of the
proper noun is provided for the user, and the error correction efficiency is improved.