How can a single person understand what's going on in a collection of millions of
documents? This is an increasingly common problem: sifting through an organization's e …

The awareness of emerging trends is essential for strategic decision making because
technological trends can affect a firm's competitiveness and market position. The rise of …

Purpose–The paper's aim is to mine and analyze opinion formation on the basis of
consumer dialogs in online forums. Design/methodology/approach–The study identifies …

More and more consumers are relying on online opinions when making purchasing
decisions. For this reason, companies must have knowledge of the actual standing of their …

The awareness of emerging technologies is essential for strategic decision making in
enterprises. Emerging and decreasing technological trends could lead to strengthening the …

Abstract Automated Machine Learning (AutoML) is revolutionizing how businesses utilize
data, but there seems to be a lack of clarity and a holistic view regarding all its advantages …

Tracking the evolution of discussions on online social spaces is essential to assess
populations' main tendencies and concerns worldwide. This paper investigates the …

The early awareness of new technologies and upcoming trends is essential for making
strategic decisions in enterprises and research. Trends may signal that technologies or …

Text mining is a field that automatically extracts previously unknown and useful information
from unstructured textual data. It has strong connections with natural language processing …

While most of the existing topic models perform a full analysis on a set of documents to
discover all topics, it is noticed recently that in many situations users are interested in fine …