[HTML][HTML] Applications of text mining in services management: A systematic literature review

S Kumar, AK Kar, PV Ilavarasan - International Journal of Information …, 2021 - Elsevier
The importance of text mining is increasing in services management as the access to big
data is increasing across digital platforms enabling such services. This study adopts a …

Fifteen years of recommender systems research in higher education: Current trends and future direction

V Maphosa, M Maphosa - Applied Artificial Intelligence, 2023 - Taylor & Francis
Artificial intelligence applications have revolutionized business, industry, and education.
Applications developed for other sectors are being adapted for education. The amount of …

The application of text mining methods in innovation research: current state, evolution patterns, and development priorities

D Antons, E Grünwald, P Cichy, TO Salge - R&D Management, 2020 - Wiley Online Library
Unstructured data in the form of digitized text is rapidly increasing in volume, accessibility,
and relevance for research on innovation and beyond. While traditional attempts to analyze …

Pattern graph tracking-based stock price prediction using big data

S Jeon, B Hong, V Chang - Future Generation Computer Systems, 2018 - Elsevier
Stock price forecasting is the most difficult field owing to irregularities. However, because
stock prices sometimes show similar patterns and are determined by a variety of factors, we …

Sentiment analysis of social network data for cold-start relief in recommender systems

FG Contratres, SN Alves-Souza, LVL Filgueiras… - Trends and Advances in …, 2018 - Springer
Recommender systems have been used in e-commerce to increase conversion due to
matching product offer and consumer preferences. Cold-start is the situation of a new user …

Augmented reality for big data visualization: a review

ANR Chandra, F El Jamiy… - … on Computational Science …, 2019 - ieeexplore.ieee.org
Information delivery in a visual format is always a better way of communication. Even with
many data visualization techniques available, visualizing enormous amounts of data has …

Creating intelligent business systems by utilising big data and semantics

Q Quboa, N Mehandjiev - 2017 IEEE 19th Conference on …, 2017 - ieeexplore.ieee.org
Increasing volumes of data are generated from a variety of industries, organizations and
people. Such data is now seen as a key business asset, since analysing it allows business …

Data mining-based recommendation system using social networks—an analytical study

S Ajmal, M Awais, KS Khurshid, M Shoaib… - PeerJ Computer …, 2023 - peerj.com
In the current age, social media is commonly used and shares enormous data. However, a
huge amount of data makes it difficult to deal with. It requires a lot of storage and processing …

The survey of large-scale query classification

S Zhou, K Cheng, L Men - AIP conference proceedings, 2017 - pubs.aip.org
In recent years, a lot of researches have been done on query classification. The paper
introduces the recent researches on query classification in detail, mainly including the …

Assessment of Congruence of Unstructured Data Using Text Mining Technology

D Kovtun - 2021 IEEE 23rd Conference on Business Informatics …, 2021 - ieeexplore.ieee.org
The analysis of unstructured data in the form of text requires careful scientific research, since
the quality of the analysis affects the decision-making processes in the digital economy. The …