Linguistic Comparison Quality Evaluation of Web-Site Content with Tourism Documentation Objects

Design of the architecture of an intelligent system for distributing commercial content in the internet space based on SEO-technologies, neural networks, and Machine Learning

“…2. Microaverage: find the total amount of content based on a category from Table 1 and calculate the desired metric [60]. Characteristic of evaluating the categorization and filtering where the volumes of queries are considered [61].…”

Analysis of statistical methods for stable combinations determination of keywords identification

“…To isolate stable word combinations in the analysed texts and to conduct a comparative analysis, we will use 4 different methods: FREQ (frequency+morphological patterns, that is, direct counting of the number of words) [52]; t-test [53]; statistics 2 χ [54]; LR as a likelihood ration [55]. A collocation is a word combination that has features of a syntactically and semantically integral unit [56].…”

Development of the linguometric method for automatic identification of the author of text content based on statistical analysis of language diversity coefficients

“…Construction of a system of frequency dictionaries based on statistical distributions in necessary frequency scales. A frequency dictionary is the type of a dictionary, which contains the number of usages (frequency) of a certain linguistic unit of a language (composition, words, word forms, word combinations, idioms, idioms) in various texts of a certain volume [59]. Usually, absolute and relative frequencies of the usage of language units are presented, dictionary article are placed in the descending order of frequencies [60].…”