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Information, Volume 13, Issue 1

January 2022 - 42 articles

Cover Story: Two-dimensional space embeddings are a popular means to gain insight into high-dimensional data. However, these embeddings suffer from distortions that occur both at the global inter-cluster and the local intra-cluster levels. The former leads to misinterpretation of the distances between the various N–D cluster populations, while the latter hampers the appreciation of their individual shapes and composition, which we call cluster appearance. In this paper, we propose techniques to overcome these limitations by conveying the N–D cluster appearance through N–D-based Scagnostics metrics and a framework inspired by illustrative design. We validated and refined our design choices via a series of user studies. View this paper
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Articles (42)

  • Article
  • Open Access
3 Citations
5,604 Views
18 Pages

Explorative Visual Analysis of Rap Music

  • Christofer Meinecke,
  • Ahmad Dawar Hakimi and
  • Stefan Jänicke

28 December 2021

Detecting references and similarities in music lyrics can be a difficult task. Crowdsourced knowledge platforms such as Genius. can help in this process through user-annotated information about the artist and the song but fail to include visualizatio...

  • Article
  • Open Access
8 Citations
5,240 Views
19 Pages

28 December 2021

The pandemic and lockdown forced the media and its agents to transform and think differently. The situation brought with it the reinvention of productive routines and revitalized the information consumption agenda of audiences immersed in screen devi...

  • Article
  • Open Access
29 Citations
27,011 Views
18 Pages

Factors Effecting Omnichannel Customer Experience: Evidence from Fashion Retail

  • Hadiqa Riaz,
  • Umair Baig,
  • Ieva Meidute-Kavaliauskiene and
  • Hassaan Ahmed

28 December 2021

This research work was designed to investigate the changing dynamics of the retail landscape driven by omnichannel retailing, and to determine the effects on the omnichannel customer’s experience. The role of omnichannel customer behavior in th...

  • Review
  • Open Access
23 Citations
9,205 Views
17 Pages

Information Diffusion Model in Twitter: A Systematic Literature Review

  • Firdaniza Firdaniza,
  • Budi Nurani Ruchjana,
  • Diah Chaerani and
  • Jaziar Radianti

28 December 2021

Information diffusion, information spread, and influencers are important concepts in many studies on social media, especially Twitter analytics. However, literature overviews on the information diffusion of Twitter analytics are sparse, especially on...

  • Article
  • Open Access
15 Citations
7,813 Views
21 Pages

Combining 2D and 3D Visualization with Visual Analytics in the Environmental Domain

  • Milena Vuckovic,
  • Johanna Schmidt,
  • Thomas Ortner and
  • Daniel Cornel

27 December 2021

The application potential of Visual Analytics (VA), with its supporting interactive 2D and 3D visualization techniques, in the environmental domain is unparalleled. Such advanced systems may enable an in-depth interactive exploration of multifaceted...

  • Article
  • Open Access
2 Citations
4,209 Views
29 Pages

27 December 2021

We investigate the design of ontology-supported, progressively disclosed visual analytics interfaces for searching and triaging large document sets. The goal is to distill a set of criteria that can help guide the design of such systems. We begin wit...

  • Review
  • Open Access
19 Citations
8,919 Views
25 Pages

26 December 2021

Blockchains are traditionally blind to the real world. This implies reliance on third parties called oracles when extrinsic data are needed for smart contracts. Oracle implementation, however, is still controversial and debated due to the reintroduct...

  • Article
  • Open Access
28 Citations
9,261 Views
12 Pages

Object Detection of Road Assets Using Transformer-Based YOLOX with Feature Pyramid Decoder on Thai Highway Panorama

  • Teerapong Panboonyuen,
  • Sittinun Thongbai,
  • Weerachai Wongweeranimit,
  • Phisan Santitamnont,
  • Kittiwan Suphan and
  • Chaiyut Charoenphon

25 December 2021

Due to the various sizes of each object, such as kilometer stones, detection is still a challenge, and it directly impacts the accuracy of these object counts. Transformers have demonstrated impressive results in various natural language processing (...

  • Review
  • Open Access
9 Citations
4,641 Views
30 Pages

Review of Tools for Semantics Extraction: Application in Tsunami Research Domain

  • František Babič,
  • Vladimír Bureš,
  • Pavel Čech,
  • Martina Husáková,
  • Peter Mikulecký,
  • Karel Mls,
  • Tomáš Nacházel,
  • Daniela Ponce,
  • Kamila Štekerová and
  • Ioanna Triantafyllou
  • + 2 authors

24 December 2021

Immense numbers of textual documents are available in a digital form. Research activities are focused on methods of how to speed up their processing to avoid information overloading or to provide formal structures for the problem solving or decision...

  • Article
  • Open Access
6 Citations
3,962 Views
22 Pages

23 December 2021

Two-dimensional space embeddings such as Multi-Dimensional Scaling (MDS) are a popular means to gain insight into high-dimensional data relationships. However, in all but the simplest cases these embeddings suffer from significant distortions, which...

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Information - ISSN 2078-2489