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Information, Volume 14, Issue 8

August 2023 - 47 articles

Cover Story: Bullying and cyberbullying are intentional, repetitive actions aimed at causing harm, with far-reaching consequences for individuals and society. The BullyBuster project takes a novel approach by combining AI techniques with psychological models to tackle these issues comprehensively. The project enables timely intervention and minimizes harm by automatically identifying harmful content and analyzing linguistic patterns in various data sources, such as photos and videos. This paper presents the culmination of prior research, demonstrating how AI classifiers can significantly enhance cyberbullying detection and prevention. The framework offers a promising solution to the pervasive problem of cyberbullying. View this paper
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Articles (47)

  • Article
  • Open Access
5 Citations
2,525 Views
13 Pages

A Probabilistic Approach to Modeling Students’ Interactions in a Learning Management System for Facilitating Distance Learning

  • Dimitrios Karapiperis,
  • Katerina Tzafilkou,
  • Rozita Tsoni,
  • Georgios Feretzakis and
  • Vassilios S. Verykios

4 August 2023

Learning mostly involves communication and interaction that leads to new information being processed, which eventually turns into knowledge. In the digital era, these actions pass through online technologies. Formal education uses LMSs that support t...

  • Article
  • Open Access
77 Citations
4,420 Views
16 Pages

Machinability of Titanium Grade 5 Alloy for Wire Electrical Discharge Machining Using a Hybrid Learning Algorithm

  • Manikandan Natarajan,
  • Thejasree Pasupuleti,
  • Jayant Giri,
  • Neeraj Sunheriya,
  • Lakshmi Narasimhamu Katta,
  • Rajkumar Chadge,
  • Chetan Mahatme,
  • Pallavi Giri,
  • Saurav Mallik and
  • Kanad Ray

3 August 2023

Titanium alloys have found widespread use in aviation, automotive, and marine applications, which makes their implementation in mass production more challenging. Conventional methods of removing these alloy materials are unsuitable because of the hig...

  • Article
  • Open Access
5 Citations
3,986 Views
19 Pages

An Evaluation of Feature Selection Robustness on Class Noisy Data

  • Simone Pau,
  • Alessandra Perniciano,
  • Barbara Pes and
  • Dario Rubattu

3 August 2023

With the increasing growth of data dimensionality, feature selection has become a crucial step in a variety of machine learning and data mining applications. In fact, it allows identifying the most important attributes of the task at hand, improving...

  • Article
  • Open Access
12 Citations
3,263 Views
21 Pages

2 August 2023

The networks on a centralized cloud architecture that interconnect Internet of Things (IoT) gadgets are not limited by national or jurisdictional borders. To ensure the secure sharing of sensitive user data among IoT gadgets, it is imperative to main...

  • Article
  • Open Access
6 Citations
6,101 Views
17 Pages

2 August 2023

Deep within online forums, we often stumble across body shaming. Words like “fat” and “ugly” are tossed around, hurting those they target. But can we peel back the layers of these online communities? In this study, social netw...

  • Article
  • Open Access
30 Citations
6,585 Views
27 Pages

Multiple Explainable Approaches to Predict the Risk of Stroke Using Artificial Intelligence

  • Susmita S,
  • Krishnaraj Chadaga,
  • Niranjana Sampathila,
  • Srikanth Prabhu,
  • Rajagopala Chadaga and
  • Swathi Katta S

1 August 2023

Stroke occurs when a brain’s blood artery ruptures or the brain’s blood supply is interrupted. Due to rupture or obstruction, the brain’s tissues cannot receive enough blood and oxygen. Stroke is a common cause of mortality among ol...

  • Article
  • Open Access
7 Citations
4,445 Views
21 Pages

How Could Consumers’ Online Review Help Improve Product Design Strategy?

  • Wei Miao,
  • Kai-Chieh Lin,
  • Chih-Fu Wu,
  • Jie Sun,
  • Weibo Sun,
  • Wei Wei and
  • Chao Gu

1 August 2023

This study aims to explore the utilization of user-generated content for product improvement and decision-making processes. In the era of big data, the channels through which enterprises obtain user feedback information are transitioning from traditi...

  • Article
  • Open Access
9 Citations
4,290 Views
18 Pages

Detecting Abnormal Behaviors in Dementia Patients Using Lifelog Data: A Machine Learning Approach

  • Kookjin Kim,
  • Jisoo Jang,
  • Hansol Park,
  • Jaeyeong Jeong,
  • Dongil Shin and
  • Dongkyoo Shin

1 August 2023

In this paper, a proof-of-concept method for detecting abnormal behavior in dementia patients based on a single case study is proposed. This method incorporates the collection of lifelog data using affordable sensors and the development of a machine-...

  • Article
  • Open Access
9 Citations
3,355 Views
24 Pages

Topic Mining and Future Trend Exploration in Digital Economy Research

  • Changlu Zhang,
  • Qiong Yang,
  • Jian Zhang,
  • Liming Gou and
  • Haojie Fan

1 August 2023

This work proposes a new literature topic clustering analysis framework, based on which the topics of digital-economy-related studies are condensed. First, we calculated the word vector of keywords using the FastText model, and then the keywords were...

  • Article
  • Open Access
1 Citations
1,975 Views
18 Pages

Exploring a Multi-Layered Cross-Genre Corpus of Document-Level Semantic Relations

  • Gregor Williamson,
  • Angela Cao,
  • Yingying Chen,
  • Yuxin Ji,
  • Liyan Xu and
  • Jinho D. Choi

1 August 2023

This paper introduces a multi-layered cross-genre corpus, annotated for coreference resolution, causal relations, and temporal relations, comprising a variety of genres, from news articles and children’s stories to Reddit posts. Our results rev...

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Information - ISSN 2078-2489