A hybrid user-item-based collaborative filtering model for e-commerce recommendations

Chornous, Galyna; Nikolskyi, Ihor; Wyszyński, Mateusz Wyszyński; Kharlamova, Ganna; Stolarczyk, Piotr

doi:10.14254/2071-8330.2021/14-4/11

Cited by 6 publications

(4 citation statements)

References 35 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…At the same time, the combination of several methods allows you to eliminate or reduce the impact of many problems on the operation of the system. That is why today the issue of development and use of hybrid RSs is gaining the greatest relevance (Çano and Morisio, 2017;Chornous et al, 2021).…”

Section: Hybridization Of Recommender Systems In E-commerce Based On ...mentioning

confidence: 99%

Contemporary Technologies and Society: Innovations, Artificial Intelligence, and Challenges

2023

View full text Add to dashboard Cite

The collective monograph elucidates the trends in the formation and development of the digital society in the 21st century, and the role of information and communication technologies therein. Presently, information and innovative technologies are shaping more efficient management mechanisms, expanding access to healthcare, education, science, culture, and banking, enhancing the quality of public services, and broadening communication and information access capabilities.The research findings presented in the monograph underscore the significance and necessity of digital technologies for the welfare of the population and economic development. Today, information and innovative technologies are integrated into business processes across virtually all spheres of activity, as they enhance decision-making efficiency. Information technologies enable any activity to be conducted online, facilitating solutions to social issues by easing access to education through remote learning, local government services through e-governance, electronic registration systems, medical services via digital health systems, and the provision of electronic financial and banking services.The first chapter of the monograph analyses the current state and prospects of using information and innovative technologies in education, presents research results on the application of artificial intelligence, machine learning, nanotechnologies, and virtual reality in higher education training. It also highlights the nuances of developing digital competencies among schoolchildren and students.The second chapter is dedicated to the application of information and innovative technologies in economics and management, examining their impact on the economy of the information society. The digital economy is grounded on information and communication technologies that facilitate ecommerce through the operation of electronic digital devices, tools, and automated systems.The third chapter contemplates the theoretical concepts of employing information and innovative technologies in society at large, considering their influence in fields such as ecology, social issues, psychology, and professional adaptation to digital existence.The fourth chapter is devoted to the utilization of artificial intelligence, studying its societal impact and evaluating potential opportunities and risks. Particular attention is given to the status and prospects of artificial intelligence in education, manufacturing, medical fields, and the development of communicative competencies.The fifth chapter of the monograph focuses on contemporary technologies in physical education, sports, and physical rehabilitation, which are paramount in the context of ensuring effective approaches to physical development, rehabilitation, and fostering a healthy lifestyle approach.

show abstract

Section: Hybridization Of Recommender Systems In E-commerce Based On ...mentioning

confidence: 99%

Contemporary Technologies and Society: Innovations, Artificial Intelligence, and Challenges

2023

View full text Add to dashboard Cite

show abstract

“…al., 2022). The steep development of e-commerce tools ensures managing these processes successfully (Chornous et al, 2021;Roshchyk et al, 2022).…”

Section: Evolving Technologies and Products Leading To The Metaversementioning

confidence: 99%

The adoption of the metaverse concepts in Romania

Chinie

Oancea

Todea

2022

Management &Amp; Marketing

View full text Add to dashboard Cite

The metaverse is a controversial concept, hyped by some but viewed as a marketing strategy by others. Although the first mentioning of the metaverse dates back to 1992, it has gained attention in the last years, especially after Facebook changed its name to “Meta” in 2021. Based on immersive technologies such as AR and VR, digital interactions and commerce within the virtual world, the metaverse is expected to grow along with its enabling technologies. This article aims to discover the status of the adoption of the metaverse concepts in Romania, among people with digital skills. The analysis was performed based on an online questionnaire, posted on public social media accounts. The results of the study have shown that few people have tried applications within the metaverse, and even fewer have invested in metaverse tokens. People who played RPG or virtual world games seem to have used metaverse applications more than those who have not, thus, this could be a good driver for metaverse adoption. Awareness of the metaverse concept was not a driver of metaverse adoption. However, results show that people who purchase cryptocurrencies and NFTs would also be interested in the metaverse, more than people who have not transacted these digital assets.

show abstract

“…Quickly adapting to changes in customers' economic behavior and mastering digital skills helped in the fast expansion of innovative technologies based on artificial intelligence in business processes [34][35][36], increased remote work opportunities [37,38], and the usage of other products and services based on IT solutions [39,40].…”

Section: Introductionmentioning

confidence: 99%

Ensuring Sustainable Development in Light of Pandemic “New Normal” Influence

Mishchuk,

Czarkowski,

Neverkovets

et al. 2023

Sustainability

View full text Add to dashboard Cite

The study aims to estimate the possibilities of sustainable development, ensuring and achieving the sustainable development goals (SDGs) in light of challenges caused by the pandemic’s “new normal”. In this regard, the study employs bibliometric and empirical approaches. Based on the bibliometric analysis results, it is found that the main focus of sustainable development studies during the pandemic is on economic issues (particularly, innovations and strategic decision-making) while also addressing humanitarian problems such as ensuring health and well-being. To find the practical problems in ensuring sustainable development during the pandemic period, we used the case of Ukraine with appropriate empirical analysis at two levels. Therefore, we estimated the achievements of SDGs compared to planned indicators for 2020 (as the last report data available for this study). As a result, the low level of achievements is proven; particularly, only 20% of planned indicators are fulfilled with planned values. Moreover, the sociological research is conducted to reveal the subjective perceptions of the pandemic’s influence on the possibilities of achieving SDGs. The survey was conducted during the second pandemic wave in December 2020–January 2021, involving 416 respondents. The obtained results confirmed the ambiguous influence of the pandemic. On the one hand, the positive changes are typical for healthcare services and distance learning. However, the negative influence of the pandemic’s “new normal” on SDGs is confirmed by respondents through their concerns about the effects of the pandemic on the development of investments and agricultural technologies as well as the progress in goals, such as “Industry, Innovation, and Infrastructure” and “Sustainable Cities and Communities”.

show abstract

A hybrid user-item-based collaborative filtering model for e-commerce recommendations

Cited by 6 publications

References 35 publications

Contemporary Technologies and Society: Innovations, Artificial Intelligence, and Challenges

Contemporary Technologies and Society: Innovations, Artificial Intelligence, and Challenges

The adoption of the metaverse concepts in Romania

Ensuring Sustainable Development in Light of Pandemic “New Normal” Influence

Contact Info

Product

Resources

About