Eye-tracking Data, Complex Networks and Rough Sets: an Attempt Toward Combining Them

Journal Title: EAI Endorsed Transactions on Creative Technologies - Year 2016, Vol 3, Issue 7

Abstract

Eye-tracking sequences can be considered in terms of complex networks. On the basis of complex network representation of eye-tracking data, we define a measure, derived from rough set theory, for assessing the cohesion of sacade connections between object components identified in visual stimuli used in eye-tracking experiments. Theoretical foundations given in the paper are supplemented with a numerical example explaining the proposed approach.

Authors and Affiliations

Boleslaw Jaskula, Jaroslaw Szkola, Krzysztof Pancerz, Aneta Derkacz

Keywords

Related Articles

Hybrid Peer-to-peer Streaming System for Mobile Peers with Transcoding

In this paper, we study in hybrid peer-to-peer (P2P) streaming system, which includes fixed peers and mobile peers in the same network, and propose a flow rate allocation algorithm to optimize the streaming system. In th...

Improvement of natural image search engines results by emotional filtering

With the Internet 2.0 era, managing user emotions is a problem that more and more actors are interested in. Historically, the first notions of emotion sharing were expressed and defined with emoticons. They allowed users...

Assessing the efficacy of benchmarks for automatic speech accent recognition

Speech accents can possess valuable information about the speaker, and can be used in intelligent multimedia-based human-computer interfaces. The performance of algorithms for automatic classification of accents is often...

Virtual Character Animations from Human Body Motion by Automatic Direct and Inverse Kinematics-based Mapping

Motion capture systems provide an efficient and interactive solution for extracting information related to a human skeleton, which is often exploited to animate virtual characters. When the character cannot be assimilate...

Social retrieval of music content in multi-user performance

An emerging trend in interactive music performance consists of the audience directly participating in the performance by means of mobile devices. This is a step forward with respect to concepts like active listening and...

Download PDF file
  • EP ID EP45852
  • DOI http://dx.doi.org/10.4108/eai.3-12-2015.2262487
  • Views 284
  • Downloads 0

How To Cite

Boleslaw Jaskula, Jaroslaw Szkola, Krzysztof Pancerz, Aneta Derkacz (2016). Eye-tracking Data, Complex Networks and Rough Sets: an Attempt Toward Combining Them. EAI Endorsed Transactions on Creative Technologies, 3(7), -. https://europub.co.uk/articles/-A-45852