Text segmentation is important for signaling a document's structure. Without segmenting a
long document into topically coherent sections, it is difficult for readers to comprehend the …

Summarization is the method of extracting valuable information or a summary out of a
significant amount of data using a variety of computation techniques. The summarization …

Modern educational technology systems allow learners to access large amounts of learning
materials such as educational videos, learning notes, and teaching books. Automated …

Text segmentation is a fundamental task in natural language processing, where documents
are split into contiguous sections. However, prior research in this area has been constrained …

We present HyperSeg, a hyperdimensional computing (HDC) approach to unsupervised
dialogue topic segmentation. HDC is a class of vector symbolic architectures that leverages …

ABSTRACT E-Learning is gaining prominence, especially in lifelong learning, primarily
through lecture videos. However, these videos often encompass multiple topics or serve …

In today's society, the amount of information we need to process daily from sources such as
news, videos, and literature is relatively high. The primary strategy to decrease the workload …

In today's rapidly evolving digital era, educational institutions and professors are
increasingly sharing video lectures online to support students. While these lectures …

Efficiently navigating through extensive datasets is fundamental for enhancing productivity,
facilitating informed decision-making, and fostering innovation. To achieve this, the …

With the growing diffusion of online courses with video lectures, both from universities such
as PoliTo and from MOOC platforms, the ability to distill key information is becoming more …