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Informatics, Volume 8, Issue 1

March 2021 - 20 articles

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Cover Story: This paper introduces the imperative role that the concept of augmented/intelligent Enterprise Systems plays in safeguarding organizations from the quoted problems. The topic is set to establish the foundational arguments on the imperative need of transforming the Enterprise Systems architecture status quo through intelligent augmentation using Deep Learning (namely, Siamese-LSTM in this example); Shed light on the importance of machine learning and what we call Deep Learning Representational Frameworks (DL-ReFrams); Present research directions that discuss sociotechnical research frontiers that need to be addressed by both academics and practitioners. View this paper.

Articles (20)

  • Article
  • Open Access
12 Citations
6,860 Views
16 Pages

Cochrane produces independent research to improve healthcare decisions. It translates its research summaries into different languages to enable wider access, relying largely on volunteers. Machine translation (MT) could facilitate efficiency in Cochr...

  • Article
  • Open Access
94 Citations
10,229 Views
22 Pages

Windows PE Malware Detection Using Ensemble Learning

  • Nureni Ayofe Azeez,
  • Oluwanifise Ebunoluwa Odufuwa,
  • Sanjay Misra,
  • Jonathan Oluranti and
  • Robertas Damaševičius

In this Internet age, there are increasingly many threats to the security and safety of users daily. One of such threats is malicious software otherwise known as malware (ransomware, Trojans, viruses, etc.). The effect of this threat can lead to loss...

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

Factors Driving Users’ Engagement in Patient Social Network Systems

  • Ira Puspitasari,
  • Shukor Sanim Mohd Fauzi and
  • Cheng-Yuan Ho

Participatory medicine and e-health help to promote health literacy among non-medical professionals. Users of e-health systems actively participate in a patient social network system (PSNS) to share health information and experiences with other users...

  • Article
  • Open Access
37 Citations
9,499 Views
17 Pages

Social Media Adoption by Health Professionals: A TAM-Based Study

  • Md Irfanuzzaman Khan,
  • M Abu Saleh and
  • Ali Quazi

This research identifies the underlying drivers impacting on healthcare professionals’ social media usage behaviours using the technology acceptance model (TAM) as the theoretical lens. A self-administered survey questionnaire was developed and admin...

  • Article
  • Open Access
15 Citations
5,177 Views
27 Pages

We identify a number of aspects that can boost the performance of Neural Fuzzy Repair (NFR), an easy-to-implement method to integrate translation memory matches and neural machine translation (NMT). We explore various ways of maximising the added val...

  • Feature Paper
  • Article
  • Open Access
9 Citations
4,612 Views
14 Pages

The evolution of digital advertising, which is aimed at a mass audience, to programmatic advertising, which is aimed at individual users depending on their profile, has raised concerns about the use of personal data and invasion of user privacy on th...

  • Article
  • Open Access
3 Citations
3,609 Views
13 Pages

Thai Tattoo Wisdom’s Representation of Knowledge by Ontology

  • Wirapong Chansanam,
  • Kulthida Tuamsuk,
  • Kanyarat Kwiecien,
  • Kittiya Sutthiprapa and
  • Thepchai Supnithi

Sak Yan Ontology (SYO) models knowledge derived from Thai tattoos in the design of cultural heritage preservation planning. Ontology Development 101 is a technique of ontology model creation. The aims of this study are to share the performance of ont...

  • Article
  • Open Access
10 Citations
4,637 Views
16 Pages

Deep Full-Body HPE for Activity Recognition from RGB Frames Only

  • Sameh Neili Boualia and
  • Najoua Essoukri Ben Amara

Human Pose Estimation (HPE) is defined as the problem of human joints’ localization (also known as keypoints: elbows, wrists, etc.) in images or videos. It is also defined as the search for a specific pose in space of all articulated joints. HP...

  • Article
  • Open Access
1 Citations
4,109 Views
31 Pages

In geography, the concept of “rhizome” provides a theoretical tool to conceive the way people move in space in terms of “mobility networks”: the space lived by people is delimited and characterized on the basis of both the pla...

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