Fine-grained analysis of guest satisfaction in the hospitality sector requires moving beyond document-level sentiment classification. It calls for structured extraction of attribute-specific evaluations from multilingual user-generated content. However, existing approaches have yet to address this methodological gap fo...
A. Bapanov, A. Murzakhmetov, Nurbol Beisov et al.· Informatics· 0 citations
Ensuring legislative consistency is increasingly difficult as legal systems expand and change more frequently, and the problem is sharper where two language versions are equally binding. This systematic review examines artificial intelligence applied to legal and legislative texts, following the PRISMA 2020 guidelines....
Maxatbek Satymbekov, A. Yeleussinov, Z. Buribayev et al.· Information· 0 citations
The digital transformation of tourism has turned traveler reviews into a continuously expanding record of what visitors value, yet this evidence is fragmented across platforms and languages and is usually reduced to star ratings that obscure the underlying structure of preferences. This study develops a method for the...
A. Murzakhmetov, A. Bapanov, Maxatbek Satymbekov et al.· Computers· 0 citations
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