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1
Visual Distractions Effects on Reading in Digital Environments: A Comparison of First and Second English Language Readers
In: OzCHI '15 Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction (2016)
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2
Visual Distractions Effects on Reading in Digital Environments: A Comparison of First and Second English Language Readers
In: OzCHI '15 Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction (2016)
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3
A Term Association Inference Model for Single Documents: A Stepping Stone for Investigation through Information Extraction
Manna, Sukanya; Gedeon, Tamas (Tom). - : Springer, 2015
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4
Multi-disciplinary modality classication for medical images
In: Conference on Multilingual and Multimodal Information Access Evaluation (2015)
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5
Multi-disciplinary modality classication for medical images
In: Conference on Multilingual and Multimodal Information Access Evaluation (2015)
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6
A Term Association Inference Model for Single Documents: A Stepping Stone for Investigation through Information Extraction
Manna, Sukanya; Gedeon, Tamas (Tom). - : Springer, 2015
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7
Gaze Pattern and Reading Comprehension
In: Proceedings of the International Conference on Neural Information Processing (ICONIP 2010) (2015)
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8
Document Classification on Relevance: A Study on Eye-Gaze Patterns for Reading
In: Neural Information Processing (LNCS 7064) (2015)
Abstract: This paper presents a study that investigates the connection between the way that people read and the way that they understand content. The experiment consisted of having participants read some information on selected documents while an eye-tracking system recorded their eye movements. They were then asked to answer some questions and complete some tasks, on the information they had read. With the intention of investigating effective analysis approaches, both statistical methods and Artificial Neural Networks (ANN) were applied to analyse the collected gaze data in terms of several defined measures regarding the relevance of the text. The results from the statistical analysis do not show any significant correlations between those measures and the relevance of the text. However, good classification results were obtained by using an Artificial Neural Network. This suggests that using advanced learning approaches may provide more insightful differentiations than simple statistical methods particularly in analysing eye gaze reading patterns.
Keyword: Classification results; Data processing; Document Classification; Effective analysis; Eye movements; Eye tracking systems; Eye-gaze; Gaze Pattern; Information ret Artificial Neural Networks; Keywords: Artificial Neural Network; Learning approach; Reading Behavior; Reading patterns; Relevance; Statistical Analysis
URL: https://doi.org/10.1007/978-3-642-24958-7_17
http://hdl.handle.net/1885/17690
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9
Tensor Term Indexing: An application of HOSVD for Document Summarization
In: Proceedings of the 4th International Symposium on Computational Intelligence Informatics (ISCII 2009) ; http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?asf_arn=null&asf_iid=null&asf_pun=5339523&asf_in=null&asf_rpp=null&asf_iv=null&asf_sp=null&asf_pn=1 (2015)
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10
Enhancement of Subjective Logic for Semantic Document Analysis Using Hierarchical Document Signature
In: Proceedings of the International Conference on Neural Information Processing (ICONIP 2010) (2015)
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11
Gaze Pattern and Reading Comprehension
In: Proceedings of the International Conference on Neural Information Processing (ICONIP 2010) (2015)
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12
Semantic Hierarchical Document Signature For Determining Sentence Similarity
In: Proceedings of the 19th international conference on Fuzzy Systems (2015)
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13
Document Classification on Relevance: A Study on Eye-Gaze Patterns for Reading
In: Neural Information Processing (LNCS 7064) (2015)
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14
Semantic Hierarchical Document Signature For Determining Sentence Similarity
In: Proceedings of the 19th international conference on Fuzzy Systems (2015)
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15
Tensor Term Indexing: An application of HOSVD for Document Summarization
In: Proceedings of the 4th International Symposium on Computational Intelligence Informatics (ISCII 2009) ; http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?asf_arn=null&asf_iid=null&asf_pun=5339523&asf_in=null&asf_rpp=null&asf_iv=null&asf_sp=null&asf_pn=1 (2015)
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16
Significant term extraction by Higher Order SVD
In: Proceedings of the 7th International Symposium on Applied Machine Intelligence and Informatics Proceedings (2015)
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17
Enhancing comprehension of Web information for users with special linguistic needs
In: Journal of communication. - Cary, NC : Oxford University Press 48 (1998) 2, 86-108
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