AICS 2017
Artificial Intelligence and Cognitive Science

Table of Contents

Full Paper Track

• Approaches and Techniques for Analysing WiFi Location Data 1 - 12
  Clement Roux , John McAuley , James Little
• Assessing the Usefulness of Different Feature Sets for Predicting the Comprehension Difficulty of Text 12- 25
  Brian Mac Namee , John D. Kelleher , Noel Fitzpatrick
• Finding Niche Topics using Semi-Supervised Topic Modeling via Word Embeddings 36 - 48
  Gerald Conheady , Derek Greene
• Running with Cases: A CBR Approach to Running Your Best Marathon (abstract) 49
  Pádraig Cunningham , Barry Smyth
• A Comparison on the Classification of Short-text Documents Using Latent Dirichlet Allocation and Formal Concept Analysis 50 - 62
  Noel Rogers , Luca Longo
• Synthetic Dataset Generation for Online Topic Modeling 63 - 75
  Mark Belford , Brian Mac Namee , Derek Greene
• Extending Jensen Shannon Divergence to Compare Multiple Corpora (abstract) 76 - 88
  Jinghui Lu , Maeve Henchion , Brian Mac Namee
• Pinyin as Subword Unit for Chinese-Sourced Neural Machine Translation (abstract) 89 - 101
  Jinhua Du , Andy Way
• How Short is a Piece of String? : The Impact of Text Length and Text Augmentation on Short-text Classification 102 - 114
  Austin Mccartney , Svetlana Hensman , Luca Longo
• Semi-Supervised Overlapping Community Finding with Pairwise Constraints 115 - 127
  Elham Alghamdi , Derek Greene
• How Do Distance Runners Experience Inner Speech? An Empirical Investigation 128 - 138
  Brendan Duggan
• A Cognitive Learning Model that Combines Feature Formation and Event Prediction 139 - 151
  Eman Awad , Fintan Costello
• Personalised Recommendations for Modes of Transport: A Sequence-based Approach (abstract) 152
  Gunjan Kumar , Houssem Jerbi , Michael P. O'Mahony
• Inferring Destination from Mobility Data 153 - 165
  Ali Naeem , Kenneth Brown
• Inferring Waypoints in the Absence of Knowledge of Driving Style 166 - 178
  Daniel A. Desmond , Ken Brown
• On the Relationship between Sampling Rate and Hidden Markov Models Accuracy in Non-Intrusive Load Monitoring 180 - 192
  Steven Lynch , Luca Longo
• Multi-Resolution Forecast Aggregation for Time Series in Agri Datasets 193 - 205
  Fouad Bahrpeyma , Mark Roantree , Andrew McCarren
• Multi-level Attention-Based Neural Networks for Distant Supervised Relation Extraction 206 - 218
  Linyi Yang , Tin Lok James Ng , Catherine Mooney , Ruihai Dong
• Evaluation of Data Mining Techniques for Two Child-related Social Problems 219 - 231
  James Little , Hayder Abdulabbas Waheed , Andy Rixon
• Adoption, Architecture and Technology of Enterprise IoT Systems – Towards a Framework of Concerns in IoT Environments 232 - 244
  Popescu Mirona , Dumitriu Dan , Helfert Markus
• A Computational Lymph Tissue Model for Long Term HIV Infection Progression and Immune Fitness 245 - 257
  Andreas Hillmann , Martin Crane , Heather Ruskin
• Abusive Text Detection Using Neural Networks 258 - 260
  Hao Chen , Susan McKeever , Sarah Jane Delany

MSc Track

• DNS Traffic Analysis for Botnet Detection 261-271
  Monika Wielogorska , Darragh O'Brien
• Sentiment Analysis of Online Reviews Using Bag-of-Words and LSTM Approaches 272-274
  James Barry
• Colwell's Castle Defence: A Custom Game Using Dynamic Difficulty Adjustment to Increase Player Enjoyment 275-282
  Anthony Colwell , Frank Glavin
• Sentiment Evaluation: User, Business Assessment and Hashtag Analysis 283-294
  Chetan Jha , Ray Walshe
• Building High Usability Consumer-oriented Linked Data Mobile Apps 295-307
  Ying Wang , Rob Brennan
• Supervised and Unsupervised Approaches to the Ontology-Based Disambiguation of JSON Documents 295-307
  Chinmay Choudhary , Matthias Nickles , Colm O’Riordan ,