INSIGHT-SC-2014 Book of Abstracts
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Centre for Data Analytics Dublin, Ireland September 12, 2014 Book of Abstracts Insight Student Conference INSIGHT-SC was organised by Aisling Connolly, Bianca Pereira, Erika Duriakova Insight Centre for Data Analytics Book of Abstracts Insight Student Conference (INSIGHT-SC 2014) Dublin, Ireland Aisling Connolly, Bianca Pereira, Erika Duriakova Insight Centre for Data Analytics September 12, 2014 Published by: Insight Centre for Data Analytics https://www.insight-centre.org/content/insight-student-conference-2014 Credits: Cover design: Emir Muñoz Book editor: Bianca Pereira LATEX editor: Emir Muñoz LATEX templates for abstracts: Igor Brigadir using LATEX’s ‘confproc’ package, version 0.8 (by V. Verfaille) Book of Abstracts Insight Student Conference (INSIGHT-SC 2014), Dublin, Ireland, September 12, 2014 ANNUAL INSIGHT STUDENT CONFERENCE -VOL. 1 AN INTRODUCTION Ais Connolly Bianca Pereira Insight Centre for Data Analytics UCD Insight Centre for Data Analytics NUIG [email protected] [email protected] Erika Duriakova Insight Centre for Data Analytics UCD [email protected] Abstract 3).. IF MONEY < 0 THEN ASK (Hugh OR Declan) In this paper we attempt to outline the procedure for or- 4).. IF UCC==EXCEPTION CALL Chrys ganising the Insight student conference. There were three 5).. ELSE GOTO 1) students given the task, two from UCD, one from NUIG. If you are reading this, all must have gone according to plan 5. Evaluation and Results and everything got to print on time1. Initial findings sug- Difficult and all as it was to organise the event, we found gest that the three have raised the number of Insight student 3 conferences from previous years by more than 87%2. that the 93 willing test subjects endured the process much better than anticipated and produced an output of consis- 1. Motivation tent high value research4. Although, audio analysis con- With over 200 researchers spread across 8 institutions it’s ducted shows an exponential increase in sighing through- hard to keep track of us all. We live and work in a fast- out the Insight offices, reaching its peak at preset deadlines. paced, ever-changing environment where cutting edge tech- Several extensions have been facilitated to prove this corre- nology meets daily life. We are creating a data driven so- lation within a 92% confidence interval. ciety, but how are we doing it? In order for the centre as a whole to grow and flourish, knowledge, Insights even, must 6 Conclusion be gained through conversation, collaboration and contact It was all worth it in the end... right?! between the researchers and the institutions. After all, “The On a more serious note. We have found that it takes count- whole is greater than the sum of its parts.” less cups of coffee, dozens of Skype meetings, a plethora of questions, answers, marginally more agreements than dis- 2. Problem Statement and Proposed Solution agreements and a lot of help to organise an event on this It is hypothesised that 84.5% of student level research is scale (I guess this could be extended to the research domain dark matter. Under normal circumstances it is invisible to as a whole), but in saying that, we gained a sense of the size the naked eye and we infer its existence only from its effect of this centre, the importance of the work being carried out on much bigger objects, e.g. PI grants. We have designed a here and, most importantly, the volume and quality of the framework to shine a light upon this research by converging students within the centre. The breadth of knowledge and it in a restricted space-time frame and providing it with a the level of understanding that we have encountered has left big stage. us enamoured. We hope this book of abstracts will leave you feeling the same way. 3. Hypothesis It cannot go without saying that we are part of great sci- entific venture. We, for three, feel privileged to have had Three PhD students with little to no event or conference the opportunity to bring everyone together to experience the organisation experience can totally pull this off. Not only do discovery that has occurred within the first year of Insight. we expect to finally see student research, but in accordance Long may this discovery continue. with the ‘observer effect’ we think this work will have a huge impact on the future of research within Insight and Thank you. probably even spark spontaneous collaborations. 7 Acknowledgements 4. Method This work would not have been possible without the help of The following schematic explains our approach to the prob- the many volunteer postdoc reviewers who vetted the moun- lem. tain of abstracts. We present their work as ours in Appendix B5. 1).. ASK Donnacha for HELP 2).. IF NOT Donnacha GOTO Padraig 3Authors, included in this book 1By on time, we mean... eventually 4Excluding the usual outlier of the ’my-dog-ate-my-harddrive’ type 2A bold claim, we know. 5This is a joke, it’s their work really INSIGHT-SC [iii] Book of Abstracts Insight Student Conference (INSIGHT-SC 2014), Dublin, Ireland, September 12, 2014 Program Committee Achille Zappa Graham Healy • • Aisling Connolly Gregor Schiele • • Alejandro Arbelaez Helmut Simonis • • Amin Ahmadi Kevin Mcguinness • • Aonghus Lawor • Larisa Florea • Aymen Benazouz • Lars Kotthoff • Bianca Pereira • Laura Climent Carlo Manna • • Leonardo Gualano Daniel Kelly • • Marius Kaminskas David Monaghan • • Mustafa Al-Bado Deepak Mehta • • Oscar Manzano Torre Diarmuid Grimes • • Erika Duriakova Oya Beyan • • François Destelle Rachael Rafter • • Georgeta Bordea Ratnesh Sahay • • Gilles Simonin Suzanne Little • • INSIGHT-SC [iv] Book of Abstracts Insight Student Conference (INSIGHT-SC 2014), Dublin, Ireland, September 12, 2014 LIST OF ABSTRACTS Student Track 1 Adaptive Stream Query Processing Framework for Linked Stream Data Zia Ush Shamszaman, Muhammad Intizar Ali, Alessandra Mileo 2 Adaptive Worker Assignment to Spatial Crowdsourcing Tasks Umair Ul Hassan, Edward Curry 3 An Analysis Framework for Content-based Job Recommendation Xingsheng Guo, Houssem Jerbi, Michael P. O’Mahony 4 Analysis of the Semi-Synchronous Approach to Large-Scale Parallel Community Finding Erika Duriakova, Neil Hurley, Deepak Ajwani, Alessandra Sala 5 Asymmetry in Athletic Groin Pain Patients and Elite Rugby Union Players using Analysis of Characterising Phases Shane Gore, Chris Richter, Brendan Marshall, Andrew Franklyn-Miller, Eanna Falvey, Kieran Moran 6 Automatic Classification of Knee Osteoarthritis Images with Reference to Kellegren-Lawrence Radiographic Scores Joseph Antony, Kevin McGuinness, Noel E. Oconnor, Kieran Moran 7 Automatic Complex Event Implementation System Feng Gao, Edward Curry 8 Bayesian Inference for Exponential Random Graph Models Using Composite Likelihoods Lampros Bouranis, Nial Friel, Florian Maire 9 Bayesian Low-rank Matrix Completion: General Sampling Distribution and Optimal Rate The Thien Mai, Pierre Alquier 10 A Bid Profiling Tool for Facebook Advertising Campaigns Ewa Mlynarska, Derek Greene, Pádraig Cunningham 11 Building a User Profile from Automatic Human Activity Recognition in Lifelogging, for a Personal Recom- mender System Stefan Terziyski, Rami Albatal, Cathal Gurrin 12 Cardiorespiratory Fitness and Vascular Function in Youth Sinead E. Sheridan, Niall M. Moyna 13 The Classification and Evaluation of Exercise Technique using Inertial Sensors and Depth Cameras Martin O’Reilly, Darragh Whelan, Tomás Ward, Brian Caulfield 14 Considering Uncertainty in Data - A Practical Example from the Forestry Industry Adejuyigbe O. Fajemisin 15 Data Analytics for Assessing Financial Incentives Yulia Malitskaia, Barry O’Sullivan 16 A Data Driven Approach to Determining the Influence of Fatigue on Movement Variability and Associated Injury Risk in Chronic Ankle Instability Alexandria Remus, Eamonn Delahunt, Kevin Sweeney, Brian Caulfield 17 DWARF Compression and NoSQL: The Future of XML Analytics Michael Scriney, Mark Roantree 18 Dynamic User Authentication Based on Mouse Movements Curves Zaher Hinbarji, Rami Albatal, Cathal Gurrin INSIGHT-SC [v] Book of Abstracts Insight Student Conference (INSIGHT-SC 2014), Dublin, Ireland, September 12, 2014 19 Energy Efficiency in Smart Homes Oscar Manzano Torre 20 Entity Linking with Multiple Knowledge Bases Bianca Pereira 21 Every Aspect Counts: A Combined Approach Towards Aspect Based Sentiment Analysis Sapna Negi 22 Ethics of Ambient Assisted Living Technologies for People with Dementia Peter Norvitzky, Alan F. Smeaton, Cynthia Chen, Kate Irving, Tim Jacquemard, Fiachra O’Brolcháin, Dónal O’Mathúna, Bert Gordijn 23 A Feature-based Analysis for Music Mood and Genre Classification Humberto Jesús Corona Pampín, Michael P. O’Mahony 24 Federated Autonomic Trust Management Samane Abdi 25 Finding Bounded Disjoint Paths in a Very Large Spatial Data for Optical Networks Ata Sasmaz 26 Further Experiments in Sentimental Product Recommendation Ruihai Dong, Michael P. O’Mahony, Barry Smyth 27 Improving Government Policy & Decision Making with Social Data Lukasz Porwol 28 Insight4News: Connecting News to Relevant Social Conversations Bichen Shi, Georgiana Ifrim, Neil Hurley 29 Integration of Terminology into the CAT Environment Mihael Arcan 30 A Latent Space Analysis of User Lifecycles in Online Communities Xiangju Qin, Derek Greene, Pádraig Cunningham 31 Learning with Subsets of the Data Aidan Boland, Nial Friel 32 Low Cost Autonomous Sensing Platforms for Water Quality Monitoring Deirdre Cogan, John Cleary, Cormac Fay, Dermot Diamond 33 Machine Learning in Portfolio Solvers