Title	Digitalization and Legal Regulation of Public and Private Transactions in the Digital Environment: Concepts and Development Prospects
Author	Oleksandr Harahonych, Liydmyla Panova, Lina Doroshenko, Afat Mirzayeva, and Asmar Aliyeva
Citation	Vol. 22  No. 11  pp. 644-650
Keywords	Digitization, digital economy, innovation, digital environment, development of information society, public transactions, private transactions.

Title	From Multimedia Data Mining to Multimedia Big Data Mining
Author	Gradinaru Bogd?nel Constantin, Danubianu Mirela, B?r?la Adina Lumini?a
Citation	Vol. 22  No. 11  pp. 635-643
Keywords	multimedia big data, multimedia data, multimedia data mining

Title	Formation of Digital Competencies of Personnel in the Context of Security Aspects of the Digital Economy
Author	Zoryana Ravlinko, Nina Petrukha, Marta Terebukh, Ihor Berest, Ihor Baran
Citation	Vol. 22  No. 11  pp. 628-634
Keywords	digital economy, human resources, personnel, digital labor market, labor migration.

Title	Linguistic Innovations in the Educational Process of Educational Institutions
Author	Olesia Tieliezhkina, Liana Naumenko, Oksana Zhyglo, Iryna Palasevych, Маiya Babkina, Mariia Voloshyn
Citation	Vol. 22  No. 11  pp. 623-627
Keywords	innovations, linguistic, educational process.