Publications

Discover publications related to the Centre for Information Discovery and Data Analytics.

Publications

Discover publications related to the Centre for Information Discovery and Data Analytics.

Publications related to the Centre for Information Discovery and Data Analytics

Li, P, Sanderson, M, Carman, M and Scholer, F 2020, 'Self-labeling methods for unsupervised transfer ranking', Information Sciences, vol. 516, pp. 293-315.
Taylor, K, Li, X and Chan, J 2019, 'Improving Algorithm Response to Preference Changes in Multiobjective Optimisation Using Archives', in IEEE Congress on Evolutionary Computation, Wellington, New Zealand, New Zealand, 10-13 June 2019, pp. 2442-2449.
Liao, Q, Zhou, X, Wang, D, Feng, S and Zhang, Y 2019, 'Role-Based Clustering for Collaborative Recommendations in Crowdsourcing System', in Lecture Notes in Computer Science, Salvador, Brazil, 4-7 November 2019, pp. 287-301.
Wang, S, Shen, Y, Bao, Z and Qin, X 2019, 'Intelligent Traffic Analytics: From Monitoring to Controlling', in Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, Australia, February 11-15 2019, pp. 778-781.
Liono, J, Trippas, J, Spina, D, Saiedur Rahaman, M, Ren, Y, Salim, F, Sanderson, M, Scholer, F and White, R 2019, 'Building a Benchmark for Task Progress in Digital Assistants', in Proceedings of Task Intelligence Workshop at WSDM 2019, Melbourne, Australia, February 11th--15th 2019, pp. 1-6.
Demirovic, E, Stuckey, P, Bailey, J, Chan, J, Leckie, C, Ramamohanarao, K and Guns, T 2019, 'Predict+Optimise with Ranking Objectives: Exhaustively Learning Linear Functions', in Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, Macao, China, 13-19 July 2019, pp. 1078-1085.
Wang, S, Bao, Z, Culpepper, S, Sellis, T and Qin, X 2019, 'Fast Large-Scale Trajectory Clustering', Proceedings of the VLDB Endowment, vol. 13, no. 1, pp. 29-42.
Shao, W, Salim, F, Chan, J, Qin, K, Ma, J and Feest, B 2019, 'OnlineAirTrajClus: An Online Aircraft Trajectory Clustering for Tarmac Situation Awareness', in IEEE International Conference on Pervasive Computing and Communications, Japan, 11-15 March 2019, pp. 192-201.
Saiedur Rahaman, M, Pare, H, Liono, J, Salim, F, Ren, Y, Chan, J, Kudo, S, Rawling, T and Sinickas, A 2019, 'OccuSpace: Towards a Robust Occupancy Prediction System for Activity Based Workplace', in 2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Kyoto, Japan, 11-15 March 2019, pp. 415-418.
Gekara, V, Molla, A, Snell, D, Karanasios, S and Thomas, A 2019, Skilling the Australian workforce for the digital economy, NCVER, Adelaide, Australia
Gekara, V, Snell, D, Molla, A and Karanasios, S 2019, Skilling the Australian workforce for the digital economy, Support document 2: case studies and survey findings, NCVER, Adelaide, Australia
Zendel, O, Shtok, A, Rabier, F, Kurland, O and Culpepper, J 2019, 'Information Needs, Queries, and Query Performance Prediction', in Proceedings of the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, Paris, France, 21-25 July 2019, pp. 395-404.
Xu, J, Bao, Z and Lu, H 2019, 'Continuous Range Queries Over Multi-attribute Trajectories', in 35th IEEE International Conference on Data Engineering, Macau, China, April 8-11 2019, pp. 1610-1613.
Ma, J, Chan, J, Ristanoski, G, Rajasegarar, S and Leckie, C 2019, 'Bus travel time prediction with real-time traffic information', Transportation Research Part C: Emerging Technologies, vol. 105, pp. 536-549.
Albahem, A, Spina, D, Scholer, F and Cavedon, L 2019, 'Meta-evaluation of Dynamic Search: How Do Metrics Capture Topical Relevance, Diversity and User Effort?', in Leif Azzopardi, Benno Stein, Norbert Fuhr, Philip Mayr, Claudia Hauff, Djoerd Hiemstra (ed.) Advances in Information Retrieval 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 1418, 2019, Proceedings, Part I, Cologne, Germany, April 14-18 2019, pp. 607-620.
Zhang, S, Lau, J, Zhang, X, Chan, J and Paris, C 2019, 'Discovering Relevant Reviews for Answering Product-related Queries', in Proceedings of the 19th IEEE International Conference on Data Mining (ICDM 2019), Beijing, China, 8-11 November 2019, pp. 1-6.
Karanasios, S, Gekara, V, Molla, A and Snell, D 2019, Skilling the Australian workforce for the digital economy, Support document 1: a review of digital skills frameworks literature, NCVER, Adelaide, Australia
Chowdhury, F, Karanasios, S and Cooper, V 2019, 'Breakdowns in Inter-Organisational Information Sharing: The Case of Major Incidents in Bangladesh', in ICIS 2019 Proceedings, Munich, Germany, 15-19 December 2019, pp. 1-9.
Karanasios, S, Cooper, V, Poblet Balcell, M and Hayes, P 2019, 'Inter-organizational collaboration, information flows, and the use of social media during disasters: a focus on vulnerable communities ', in 52nd Hawaii International Conference on System Sciences 2019, Maui, Hawaii, 9-11 January 2019, pp. 2995-3004.
Yadamjav, M, Bao, Z, Choudhury, F, Samet, H and Zheng, B 2019, 'Querying Continuous Recurrent Convoys of Interest', in Farnoush Banaei Kashani, Goce Trajcevski, Ralf Hartmut Güting, Lars Kulik, Shawn Newsam (ed.) Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL 2019), Chicago, United States, 5-8 November 2019, pp. 436-439.
Nguyen, P and Uitdenbogerd, A 2019, 'Measuring English Readability for Vietnamese Speakers', in Proceedings of the 17th Workshop of the Australasian Language Technology Association, Sydney, Australia, 4-6 December 2019, pp. 136-145.
Deng, K, Li, Y, Zeng, J, Yuan, M, Luo, J and Yu, J 2019, 'User Preference Analysis for Most Frequent Peer/Dominator', IEEE Transactions on Knowledge and Data Engineering, vol. 31, no. 7, pp. 1412-1425.
Huang, S, Bao, Z, Culpepper, S and Zhang, B 2019, 'Finding Temporal Influential Users Over Evolving Social Networks', in Proceedings - International Conference on Data Engineering 2019, Macao, China, April 8-11 2019, pp. 398-409.
Demirovic, E, Stuckey, P, Bailey, J, Chan, J, Leckie, C, Ramamohanarao, K and Guns, T 2019, 'An Investigation into Prediction + Optimisation for the Knapsack Problem', in International Conference on Integration of Constraint Programming, Artificial Intelligence, and Operations Research, Thessaloniki, Greece, 4-7 June 2019, pp. 241-257.
Sun, J, Shang, Z, Li, G, Deng, D and Bao, Z 2019, 'Balance-Aware Distributed String Similarity-Based Query Processing System', Proceedings of the VLDB Endowment, vol. 12, no. 9, pp. 961-974.
Liu, B, Craswell, N, Lu, X, Kurland, O and Culpepper, J 2019, 'A Comparative Analysis of Human and Automatic Query Variants', in Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR 2019), Santa Clara, United States, 2 - 5 October 2019, pp. 47-50.
Lu, X, Kurland, O, Culpepper, J, Craswell, N and Rom, O 2019, 'Relevance Modeling with Multiple Query Variations', in Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR 2019), Santa Clara, United States, 2 - 5 October 2019, pp. 27-34.
Qu, C, Yang, L, Croft, W, Scholer, F and Zhang, Y 2019, 'Answer Interaction in Non-factoid Question Answering Systems', in Proceedings of the 2019 Conference on Human Information Interaction and Retrieval (CHIIR '19), Glasgow, Scotland UK, March 10 - 14 2019, pp. 249-253.
Zhang, Y, Bao, Z, Mo, S, Li, Y and Zhou, Y 2019, 'ITAA: An Intelligent Trajectory-driven Outdoor Advertising Deployment Assistant', Proceedings of the VLDB Endowment, vol. 12, no. 12, pp. 1790-1793.
Zhou, X, Qin, D, Lu, X, Chen, L and Zhang, Y 2019, 'Online Social Media Recommendation Over Streams', in Proceedings of the 35th IEEE International Conference on Data Engineering (ICDE 2019), Macau SAR, China, 8-11 April 2019, pp. 938-949.
Huang, G, Deng, K, Ren, Y and Li, J 2019, 'Root Cause Analysis of Traffic Anomalies Using Uneven Diffusion Model', IEEE Access, vol. 7, pp. 16206-16216.
Shao, W, Zhang, Y, Guo, B, Qin, K, Chan, J and Salim, F 2019, 'Parking Availability Prediction with Long Short Term Memory Model', in Shijian Li (ed.) Proceedings of the International Conference on Green, Pervasive, and Cloud Computing (GPC 2018), Hangzhou, China, 11-13 May 2018, pp. 124-137.
Huang, G, Deng, K, Xie, Z and He, J 2019, 'Intelligent pseudo-location recommendation for protecting personal location privacy', Concurrency Computation, pp. 1-11.
Uitdenbogerd, A 2019, 'World cloud: A prototype data choralification of text documents', Journal of New Music Research, vol. 48, no. 3, pp. 256-263.
Trippas, J, Spina, D, Scholer, F, Hassan, A, Bailey, P, Bennett, P, White, R, Liono, J, Ren, Y, Salim, F and Sanderson, M 2019, 'Learning About Work Tasks to Inform Intelligent Assistant Design', in CHIIR '19 Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, Glasgow, Scotland UK, March 10 - 14 2019, pp. 5-14.
Clark, K, Duckham, M., et al., , Guillemin, M, Hunter, A, McVernon, J, OKeefe, C, Pitkin, C, Prawer, S, Sinnott, R, Warr, D and Waycott, J 2019, 'Advancing the ethical use of digital data in human research: challenges and strategies to promote ethical practice', Ethics and Information Technology, vol. 21, no. 1, pp. 59-73.
Li, M, Bao, Z, Choudhury, F and Sellis, T 2019, 'Interactive Visualization of Urban Areas of Interest: A Parameter-Free and Efficient Footprint Method', in Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15 2019, pp. 782-785.
Liono, J, Salim, F, van Berkel, N, Kostakos, V and Qin, K 2019, 'Improving Experience Sampling with Multi-view User-driven Annotation Prediction', in Proceedings of the 17th IEEE International Conference on Pervasive Computing and Communications (PerCom 2019), Kyoto, Japan, 11-15 March 2019, pp. 1-11.
Mackenzie, J, Mallia, A, Petri, M, Culpepper, J and Suel, T 2019, 'Compressing Inverted Indexes with Recursive Graph Bisection: A Reproducibility Study', in Leif Azzopardi, Benno Stein, Norbert Fuhr, Philipp Mayr, Claudia Hauff, Djoerd Hiemstra (ed.) Proceedings of the 41st European Conference on Information Retrieval Research (ECIR 2019), Cologne, Germany, 14 - 18 April 2019, pp. 339-352.
Wang, X, Wang, R, Bao, Z, Liang, J and Lu, W 2019, 'Effective Medical Archives Processing Using Knowledge Graphs', in Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), Paris, France, 21 - 25 July 2019, pp. 1141-1144.
Vukovic, M, Sethu, V, Parker, J, Cavedon, L, Lech, M and Thangarajah, J 2019, 'Estimating cognitive load from speech gathered in a complex real-life training exercise', International Journal of Human-Computer Studies, vol. 124, pp. 116-133.
Ferro, N, Kim, Y and Sanderson, M 2019, 'Using collection shards to study retrieval performance effect sizes', ACM Transactions on Information Systems, vol. 37, no. 3, pp. 1-1.
Hashem, T, Jahan, R, Salim, F and Barua, S 2019, 'Efficient trip scheduling algorithms for groups', Information Systems, vol. 84, pp. 145-173.
Zhou, X and Qin, D 2019, 'Real-time Context-aware Social Media Recommendation', VLDB Journal, vol. 28, no. 2, pp. 197-219.
Liono, J, Jayaraman, P, Qin, A, Nguyen, T and Salim, F 2019, 'QDaS: Quality driven data summarisation for effective storage management in Internet of Things', Journal of Parallel and Distributed Computing, vol. 127, pp. 196-208.
Lim, K, Chan, J, Karunasekera, S and Leckie, C 2019, 'Tour recommendation and trip planning using location-based social media: a survey', Knowledge and Information Systems, vol. 60, no. 3, pp. 1247-1275.
Zampieri, F, Roitero, K, Culpepper, J, Kurland, O and Mizzaro, S 2019, 'On Topic Difficulty in IR Evaluation: The Effect of Systems, Corpora, and System Components', in Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), Paris, France, 21-25 July 2019, pp. 909-912.
Petri, M, Moffat, A, Mackenzie, J, Culpepper, J and Beck, D 2019, 'Accelerated Query Processing Via Similarity Score Prediction', in Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), Paris, France, 21 - 25 July 2019, pp. 485-494.
Yuan, C, Bao, Z, Sanderson, M and Tang, Y 2019, 'Incorporating word attention with convolutional neural networks for abstractive summarization', World Wide Web, pp. 1-21.
Aladhadh, S, Zhang, J and Sanderson, M 2019, 'Location impact on source and linguistic features for information credibility of social media', Online Information Review, vol. 43, no. 1, pp. 89-112.
Ganji, M, Chan, J, Stuckey, P, Bailey, J, Leckie, C, Ramamohanarao, K and Davidson, I 2018, 'Image constrained blockmodelling: A constraint programming approach', in Martin Ester and Dino Pedreschi (ed.) Proceedings of the 2018 SIAM International Conference on Data Mining (SDM 2018), San Diego, United States, 3-5 May 2018, pp. 19-27.
Fayek, H, Cavedon, L and Wu, H 2018, 'On the Transferability of Representations in Neural Networks Between Datasets and Tasks', in Continual Learning Workshop, 32nd Neural Information Processing Systems (NeurIPS 2018), Montreal, Canada, 2-8 December 2018, pp. 1-7.
Wang, S, Bao, Z and Huang, S 2018, 'A Unified Processing Paradigm for Interactive Location-based Web Search', in Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, 5-9 February 2018, pp. 601-609.
Rangel, F, Rosso, P, Uitdenbogerd, A and Brooke, J 2018, 'Cross-corpus Native Language Identification via Statistical Embedding', in Proceedings of the Second Workshop on Stylistic Variation, New Orleans, United States, 5 June 2018, pp. 39-43.
Uitdenbogerd, A, Lynch, K, Harland, J, Thevathayan, C, Hamilton, M, D'Souza, D and Zydervelt, S 2018, IELTS: Student and supervisor perceptions of writing competencies for a Computer Science PhD, IELTS, United Kingdom
Albahem, A, Spina, D, Scholer, F, Moffat, A and Cavedon, L 2018, 'Desirable Properties for Diversity and Truncated Effectiveness Metrics', in Proceedings of the 23rd Australasian Document Computing Symposium 2018, Dunedin, New Zealand, 11-12 December 2018, pp. 1-7.
Zhang, X 2018, 'Extracting Label Importance Information for Multi-label Classification', in Database Systems for Advanced Applications. DASFAA 2018., Gold Coast, Australia, 21-24 May 2018, pp. 424-439.
Li, M, Bao, Z, Choudhury, F and Sellis, T 2018, 'Supporting Large-scale Geographical Visualization in a Multi-granularity Way', in Proceedings of the 11th ACM International Conference on Web Search and Data Mining (WSDM 2018), California, United States, 5-9 February 2018, pp. 767-770.
Li, c, Liu, C, Yu, X, Deng, K, Huang, T and Liu, L 2018, 'Integrating demand response and renewable energy In wholesale market', in Proceedings of the 27th International Joint Conference on Artificial Intelligence held jointly with 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), Stockholm, Sweden, 13-19 July 2018, pp. 1-7.
Zhang, Y, Zhang, P, Bao, Z, Xie, Z, Liu, Q and Zhang, B 2018, 'Finding Influential Nodes by a Fast Marginal Ranking Method', in Proceedings of the 29th Australasian Database Conference (ADC 2018), Gold Coast, QLD, 24-27 May 2018, pp. 249-261.
Peng, M, Xie, Q, Zhang, Y, Wang, H, Zhang, X, Huang, J and Tian, G 2018, 'Neural Sparse Topical Coding', in Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Melbourne, Australia, 15-20 July 2018, pp. 2332-2340.
Karanasios, S, Molla, A and Choi, J 2018, 'Theres No Place Like Home: Online Community Displacement and Migration', in Thirty Ninth International Conference on Information Systems, San Francisco, United States, 13-16 December 2018, pp. 1-17.
Karanasios, S and Slavova, M 2018, 'Understanding the impacts of mobile technology on smallholder agriculture' in Richard Duncombe (ed.) Digital Technologies for Agricultural and Rural Development in the Global South, CABI, Oxfordshire, United Kingdom, pp. 111-122.
Zhang, X, Ali, K, Hamilton, M and Thevathayan, C 2018, 'Meta-Information as a Service: A Big Social Data Analysis Framework', in PACIS 2018 Proceedings, Yokohama, Japan, 26-30 June 2018, pp. 1-12.
Majrashi, K, Hamilton, M and Uitdenbogerd, S 2018, 'Evaluating Cross-Device Transitioning Experience in Seated and Moving Contexts', in Proceedings of the 22nd Pacific Asia Conference on Information Systems (PACIS 2018)(Yokohama, Japan2018), AISEL, Yokohama, Japan, 26-30 June 2018, pp. 1-14.
Luo, H, Choudhury, F, Bao, Z, Culpepper, S and Zhang, B 2018, 'MaxBRkNN Queries for Streaming Geo-Data', in Liu, Chengfei, Zou, Lei, Li, Jianxin (ed.) Database Systems for Advanced Applications, Gold Coast, Australia, 21-24 May 2018, pp. 647-664.
Lumbantoruan, R, Zhou, X, Ren, Y and Bao, Z 2018, 'D-CARS: A Declarative Context-Aware Recommender System', in Proceedings of the IEEE International Conference on Data Mining (ICDM 2018), Singapore, 17-20 November 2018, pp. 1-6.
Poblet Balcell, M, Karanasios, S and Cooper, V 2018, 'Look after Your Neighbours: Social Media and Vulnerable Groups during Extreme Weather Events', in Kristin Stock and Deborah Bunker (ed.) Proceedings of the Information Systems for Crisis Response and Management Asia Pacific Conference (ISCRAM ASIA 2018), Wellington, New Zealand, 5-7 November 2018, pp. 408-415.
Sarker, I and Salim, F 2018, 'Mining User Behavioral Rules from Smartphone Data through Association Analysis', in Advances in Knowledge Discovery and Data Mining. PAKDD 2018. Lecture Notes in Computer Science, vol 10937., Melbourne, Australia, 3-6 June 2018, pp. 450-461.
Uitdenbogerd, S, Lynch, K, Harland, J, Thevathayan, C, Hamilton, M, D'Souza, D and Zydervelt, S 2018, Student and supervisor perceptions of writing competencies for a Computer Science PhD, IELTS Partners: British Council, Cambridge Assessment English and IDP: IELTS Australia, Melbourne, Australia
Saiedur Rahaman, M, Hamilton, M and Salim, F 2018, 'Using Big Spatial Data for Planning User Mobility' in Sherif Sakr and Albert Zomaya (ed.) Encyclopedia of Big Data Technologies, Springer International Publishing, Cham, Switzerland, pp. 1-6.
Gu, Y, Guo, Y, Song, Y, Zhou, X and Yu, G 2018, 'Approximate order-sensitive k-NN queries over correlated high-dimensional data', IEEE Transactions on Knowledge and Data Engineering, vol. 30, no. 11, pp. 2037-2050.
Wang, X, Deng, K, Li, J, Yu, J, Jensen, C and Yang, X 2018, 'Targeted influence minimization in social networks', in Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD2018), Melbourne, Australia, 3-6 June 2018, pp. 689-700.
Wang, D, Wang, J, Hu, F, Li, L and Zhang, X 2018, 'A Locally Adaptive Multi-Label k-Nearest Neighbor Algorithm', in PAKDD 2018: Advances in Knowledge Discovery and Data Mining, Melbourne, Australia, 3-6 June 2018, pp. 81-93.
Benham, R, Culpepper, J, Gallagher, L, Lu, X and Mackenzie, J 2018, 'Towards Efficient and Effective Query Variant Generation', in Omar Alonso and Gianmaria Silvello (ed.) Proceedings of the First Biennial Conference on Design of Experimental Search and Information Retrieval Systems (DESIRES 2018), Bertinoro, Italy, 28-31 August 2018, pp. 62-67.
Liu, H, Wu, L, Zhang, D, Jian, M and Zhang, X 2018, 'Multi-perspective User2Vec: Exploiting re-pin activity for user representation learning in content curation social network', Signal Processing, vol. 142, pp. 450-456.
Li, H, Deng, K, Cui, J, Dong, Z, Ma, J and Huang, J 2018, 'Hidden community identification in location-based social network via probabilistic venue sequences', Information Sciences, vol. 422, pp. 188-203.
Karanasios, S 2018, 'Toward a unified view of technology and activity: the contribution of activity theory to information systems research', Information Technology and People, vol. 31, no. 1, pp. 134-155.
Ren, Y, Tomko, M, Salim, F, Chan, J and Sanderson, M 2018, 'Understanding the predictability of user demographics from cyber-physical-social behaviours in indoor retail spaces', EPJ Data Science, vol. 7, no. 1, pp. 1-21.
Shao, W, Salim, F, Gu, T, Dinh, T and Chan, J 2018, 'Travelling officer problem: managing car parking violations efficiently using sensor data', IEEE Internet of Things Journal, vol. 5, no. 2, pp. 802-810.
Wang, S, Bao, Z, Culpepper, J, Sellis, T and Cong, G 2018, 'Reverse k nearest neighbor search over trajectories', IEEE Transactions on Knowledge and Data Engineering, vol. 30, no. 4, pp. 751-771.
Lim, K, Chan, J, Leckie, C and Karunasekera, S 2018, 'Personalized trip recommendation for tourists based on user interests, points of interest visit durations and visit recency', Knowledge and Information Systems, vol. 54, no. 2, pp. 375-406.
Yulianti, E, Chen, R, Scholer, F, Croft, B and Sanderson, M 2018, 'Document summarization for answering non-factoid queries', IEEE Transactions on Knowledge and Data Engineering, vol. 30, no. 1, pp. 15-28.
Ong, K, Jarvelin, K, Sanderson, M and Scholer, F 2018, 'QWERTY: The effects of typing on web search behavior', in Proceedings of the 2018 Conference on Human Information Interaction and Retrieval (CHIIR'18), New Brunswick, United States, 11-15 March 2018, pp. 281-284.
MacKenzie, J, Culpepper, J, Blanco, R, Crane, M, Clarke, C and Lin, J 2018, 'Query Driven Algorithm Selection in Early Stage Retrieval', in Proceedings of the 11th International Conference on Web Search and Data Mining, Marina Del Rey, United States, 5-9 February 2018, pp. 396-404.
Trippas, J, Spina, D, Cavedon, L, Joho, H and Sanderson, M 2018, 'Informing the design of spoken conversational search: Perspective paper', in Proceedings of the 2018 Conference on Human Information Interaction and Retrieval (CHIIR '18), New Brunswick, United States, 11 - 15 March 2018, pp. 32-41.
Zambonelli, F, Salim, F, LOKE, S, De Meuter, W and Kanhere, S 2018, 'Algorithmic Governance in Smart Cities: The Conundrum and the Potential of Pervasive Computing Solutions', IEEE Technology and Society Magazine, vol. 37, no. 2, pp. 80-87.
Sadri, A, Salim, F, Ren, Y, Shao, W, Krumm, J and Mascolo, C 2018, 'What Will You Do for the Rest of the Day?: An Approach to Continuous Trajectory Prediction', Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT 2018), vol. 2, no. 4, pp. 1-26.
Ning, X, Yao, L, Wang, X, Benatallah, B, Salim, F and Haghighi, P 2018, 'Predicting Citywide Passenger Demand via Reinforcement Learning from Spatio-Temporal Dynamics', in Proceedings of the 15th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, New York, USA, November 05 - 07 2018, pp. 19-28.
Ahmadian, S, Joorabloo, N, Jalili, M, Meghdadi, M, Afsharchi, M and Ren, Y 2018, 'A Temporal Clustering Approach for Social Recommender Systems', in 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Barcelona, Spain, 28-31 August 2018, pp. 1139-1144.
Rumi, S, Deng, K and Salim, F 2018, 'Theft prediction with individual risk factor of visitors', in Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Seattle, United States, 06-09 November 2018, pp. 552-555.
Liu, H, Wang, X, Wei, Y, Shao, W, Liono, J, Salim, F, Bo, D and Du, J 2018, 'ProMETheus: An Intelligent Mobile Voice Meeting Minutes System', in Proceedings of the 15th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, New York, NY, USA, 5-7 November 2018, pp. 392-401.
Ghosh, B, Ali, M, Choudhury, F, Apon, S, Sellis, T and Li, J 2018, 'The Flexible Socio Spatial Group Queries', Proceedings of the VLDB Endowment, vol. 12, no. 2, pp. 99-111.
Both, A, Duckham, M and Worboys, M 2018, 'Identifying surrounds and engulfs relations in mobile and coordinate-free geosensor networks', ACM Transactions on Spatial Algorithms and Systems, vol. 4, no. 2, pp. 1-21.
Tao, Y, Both, A and Duckham, M 2018, 'Analytics of movement through checkpoints', International Journal of Geographical Information Science, vol. 32, no. 7, pp. 1282-1303.
Ali, K, Zhang, X, Thevathayan, C and Hamilton, M 2018, 'Big Social Data as a Service: A Service Composition Framework for Social Information Service Analysis', in Web Services - ICWS 2018, San Francisco, California, USA, 2-7 July 2018, pp. 487-503.
Majrashi, K, Hamilton, M and Uitdenbogerd, A 2018, 'Task Continuity and Mobile User Interfaces', in Proceedings of the 17th International Conference on Mobile and Ubiquitous Multimedia, Cairo, Egypt, 25-28 November 2018, pp. 475-481.
Ali, K, Zhang, X, Hamilton, M and Thevathayan, C 2018, 'Social Information Services: A Service Oriented Analysis of Social Media', in Web Services - ICWS 2018, San Francisco, California, USA, 2-7 July 2018, pp. 263-279.
Saiedur Rahaman, M, Ren, Y, Hamilton, M and Salim, F 2018, 'Wait time prediction for airport taxis using weighted nearest neighbor regression', IEEE Access, vol. 6, pp. 74660-74672.
Mourad, A, Scholer, F, Sanderson, M and Magdy, W 2018, 'How Well Did You Locate Me? Effective Evaluation of Twitter User Geolocation', in Ulrik Brandes, Chandan Reddy and Andrea Tagarelli (ed.) Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2018), Barcelona, Spain, 28-31 August 2018, pp. 437-440.
Shang, Z, Li, G and Bao, Z 2018, 'DITA: Distributed In-Memory Trajectory Analytics', in Proceedings of the 2018 International Conference on Management of Data, SIGMOD Conference 2018, Houston, United States, 10-15 June 2018, pp. 725-740.
Gallagher, L, Mackenzie, J and Culpepper, J 2018, 'Revisiting Spam Filtering in Web Search', in Proceedings of the 23rd Annual Australasian Document Computing Symposium, Dunedin, New Zealand, 11-12 December 2018, pp. 1-4.
Damessie, T, Culpepper, J, Kim, J and Scholer, F 2018, 'Presentation Ordering Effects On Assessor Agreement', in Alfredo Cuzzocrea,James Allan, Norman Paton, Divesh Srivastava, Rakesh Agrawal, Andrei Broder, Mohammed Zaki, Selcuk Candan, Alexandros Labrinidis, Assaf Schuster and Haixun Wang (ed.) Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), Torino, Italy, 22 - 26 October 2018, pp. 723-732.
Huang, S, Bao, Z, Culpepper, S, Zhang, P and Zhang, B 2018, 'A Linear-Time Algorithm for Finding Induced Planar Subgraphs', in Proceedings of 17th International Symposium on Experimental Algorithms (SEA 2018), L'Aquila, Italy, 27-29 June 2018, pp. 1-15.
Yadamjav, M, Choudhury, F, Bao, Z and Samet, H 2018, 'Efficient Multi-range Query Processing on Trajectories', in Juan C. Trujillo, Karen C. Davis, Xiaoyong Du, Zhanhuai Li, Tok Wang Ling. Guoliang Li, Mong Li Lee (ed.) Proceedings of 37th International Conference on Conceptual Modeling (ER 2018), Xi'an, China, 22-25 October 2018, pp. 269-285.
Guo, T, Li, M, Li, P, Bao, Z and Cong, G 2018, 'POIsam: A System for Efficient Selection of Large-scale Geospatial Data on Maps', in Proceedings of the 2018 International Conference on Management of Data (SIGMOD 2018), Houston, United States, 10-15 June 2018, pp. 1677-1680.
Moffat, A, Scholer, F and Yang, Z 2018, 'Estimating measurement uncertainty for information retrieval effectiveness metrics', Journal of Data and Information Quality, vol. 10, no. 3, pp. 1-22.
Kaur, M, Salim, F, Ren, Y, Chan, J, Tomko, M and Sanderson, M 2018, 'Shopping intent recognition and location prediction from cyber-physical activities via Wi-Fi logs', in Proceedings of the 5th Conference on Systems for Built Environments, Shenzhen, China, 07-08 November 2018, pp. 130-139.
Thomas, P, Moffat, A, Bailey, P, Scholer, F and Craswell, N 2018, 'Better Effectiveness Metrics for SERPs, Cards, and Rankings', in Proceedings of the 23rd Australasian Document Computing Symposium, Dunedin, New Zealand, 11-12 Dec 2018, pp. 1-8.
Liu, B, Lu, X, Kurland, O and Culpepper, J 2018, 'Improving Search Effectiveness with Field-based Relevance Modeling', in Proceedings of the 23rd Annual Australasian Document Computing Symposium, Dunedin, New Zealand, 11-12 December 2018, pp. 1-4.
Priyogi, B, Sanderson, M, Salim, F, Chan, J, Tomko, M and Ren, Y 2018, 'Identifying in-app user actions from mobile web logs', in Dinh Phung, Vincent S. Tseng, Geoffrey I. Webb, Bao Ho, Mohadeseh Ganji, Lida Rashidi (ed.) Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018) Part II, Melbourne, Australia, 3-6 June 2018, pp. 300-311.
Naghizade, E, Chan, J, Ren, Y and Tomko, M 2018, 'Contextual location imputation for confined WiFi trajectories', in Dinh Phung; Vincent S. Tseng; Geoffrey I. Webb; Bao Ho; Mohadeseh Ganji; Lida Rashidi (ed.) Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018), Melbourne, Australia, 3-6 June 2018, pp. 444-457.
Cai, B, Huang, G, Xiang, Y, He, J, Huang, G, Deng, K and Zhou, X 2018, 'Clustering of multiple density peaks', in D. Phung, V. S. Tseng, G. I. Webb, B. Ho, M. Ganji and L. Rashidi (ed.) Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining, Switzerland, 3-6 June 2018, pp. 413-425.
Salehi, B, Spina, D, Moffat, A, Sadeghi, S, Scholer, F, Baldwin, T, Cavedon, L, Sanderson, M, Wong, W and Zobel, J 2018, 'A living lab study of query amendment in job search', in Proceedings of SIGIR '18: The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, Ann Arbor, United States, 8-12 July 2018, pp. 905-908.
Xie, Q, Pang, C, Zhou, X, Zhang, X and Deng, K 2018, 'Error-Bounded Approximation of Data Stream: Methods and Theories' in Sayed-Mouchaweh M (ed.) Learning from Data Streams in Evolving Environments, Springer, Cham, Switzerland, pp. 93-122.
Almusallam, N, Tari, Z, Chan, J and Al-Harthi, A 2018, 'UFSSF - An Efficient Unsupervised Feature Selection for Streaming Features', in Dinh Phung, Vincent S. Tseng, Geoffrey I. Webb, Bao Ho, Mohadeseh Ganji, Lida Rashidi (ed.) Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018) Part II, Melbourne, Australia, 3-6 June 2018, pp. 495-507.
Perera, K, Chan, J and Karunasekera, S 2018, 'Feature selection for multiclass binary data', in Dinh Phung, Vincent S. Tseng, Geoffrey I. Webb, Bao Ho, Mohadeseh Ganji, Lida Rashidi (ed.) Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018) LNAI 10939, Melbourne, Australia, 3-6 June 2018, pp. 52-63.
Shaalan, Y, Zhang, X and Chan, J 2018, 'Learning to Rank Items of Minimal Reviews using Weak Supervision', in Dinh Phung, Vincent S. Tseng, Geoffrey I. Webb, Bao Ho, Mohadeseh Ganji, Lida Rashidi (ed.) Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018) Part I, Melbourne, Australia, 3-6 June 2018, pp. 631-643.
Li, C, Liu, C, Deng, K, Yu, X and Huang, T 2018, 'Data-driven charging strategy of PEVs under transformer aging risk', IEEE Transactions on Control Systems Technology, vol. 26, no. 4, pp. 1386-1399.
Arief Ang, I, Hamilton, M and Salim, F 2018, 'A Scalable Room Occupancy Prediction with Transferable Time Series Decomposition of CO2 Sensor Data', ACM Transactions on Sensor Networks, vol. 14, no. 3-4, pp. 1-28.
Xiong, F, Han, T, Liu, Y, Li, L and Bao, Z 2018, 'Interactive resource recommendation algorithm based on tag information', World Wide Web, vol. 21, no. 6, pp. 1655-1673.
Li, M, Choudhury, F, Bao, Z, Samet, H and Sellis, T 2018, 'ConcaveCubes: Supporting Cluster-based Geographical Visualization in Large Data Scale', Computer Graphics Forum, vol. 37, no. 3, pp. 217-228.
Peng, M, Zhu, J, Wang, H, Li, X, Zhang, Y, Zhang, X and Tian, G 2018, 'Mining event-oriented topics in microblog stream with unsupervised multi-view hierarchical embedding', ACM Transactions on Knowledge Discovery from Data, vol. 12, no. 3, pp. 1-26.
Li, M, Bao, Z, Sellis, T, Yan, S and Zhang, R 2018, 'HomeSeeker: A visual analytics system of real estate data', Journal of Visual Languages and Computing, vol. 45, pp. 1-16.
Chen, Q, Wan, Y, Zhang, J, Lei, Y, Zobel, J and Verspoor, K 2018, 'Comparative analysis of sequence clustering methods for deduplication of biological databases', Journal of Data and Information Quality, vol. 9, no. 3, pp. 1-27.
Chen, X, Zhou, X, Sellis, T and Li, X 2018, 'Social Event Detection with Retweeting Behavior Correlation', Expert Systems with Applications, vol. 114, pp. 516-523.
Choudhury, F, Culpepper, J, Bao, Z and Sellis, T 2018, 'Batch processing of Top-k Spatial-textual Queries', ACM Transactions on Spatial Algorithms and Systems, vol. 3, no. 4, pp. 1-40.
Kumar, D, Shaalan, Y, Zhang, X and Chan, J 2018, 'Identifying Singleton Spammers via Spammer Group Detection', in Dinh Phung, Vincent S. Tseng, Geoffrey I. Webb, Bao Ho, Mohadeseh Ganji, Lida Rashidi (ed.) Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018) Part I, Melbourne, Australia, 3-6 June 2018, pp. 656-667.
Guo, T, Feng, K, Cong, G and Bao, Z 2018, 'Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration', in Proceedings of the 2018 International Conference on Management of Data, SIGMOD Conference 2018, Houston, TX, USA, June 10-15 2018, pp. 567-582.
Mohammad, H, Xu, K, Callan, J and Culpepper, J 2018, 'Dynamic Shard Cutoff Prediction for Selective Search', in The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, Ann Arbor, United States, 08-12 July 2018, pp. 85-94.
Shang, Z, Li, G and Bao, Z 2018, 'DITA: A Distributed In-Memory Trajectory Analytics System', in Proceedings of the 2018 International Conference on Management of Data, SIGMOD Conference 2018, Houston, United States, 10-15 June 2018, pp. 1681-1684.
Zhang, P, Bao, Z, Li, Y, Li, G, Zhang, Y and Peng, Z 2018, 'Trajectory-driven Influential Billboard Placement', in Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, United Kingdom, August 19 - 23 2018, pp. 2748-2757.
Karimi, S, Nguyen, V, Scholer, F, Jin, B and Falamaki, S 2018, 'A2A: Benchmark Your Clinical Decision Support Search', in SIGIR '18 The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, Ann Arbor, MI, USA, 08-12 July 2018, pp. 1277-1280.
Yulianti, E, Chen, R, Scholer, F, Croft, B and Sanderson, M 2018, 'Ranking Documents by Answer-Passage Quality', in Proceedings of the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), Ann Arbor, United States, 8 - 12 July 2018, pp. 335-344.
Ding, X, Zhang, X, Bao, Z and Jin, H 2018, 'Privacy-Preserving Triangle Counting in Large Graphs', in Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), Torino, Italy, 22-26 October 2018, pp. 1283-1292.
Wang, S, Li, M, Zhang, Y, Bao, Z, Tedjopurnomo, D and Qin, X 2018, 'Trip Planning by an Integrated Search Paradigm', in Proceedings of the 2018 International Conference on Management of Data, SIGMOD Conference 2018, Houston, United States, 10-15 June 2018, pp. 1673-1676.
Ali, M, Eusuf, S, Abdullah, K, Choudhury, F, Culpepper, J and Sellis, T 2018, 'The maximum trajectory coverage query in spatial databases', Proceedings of the VLDB Endowment, vol. 12, no. 3, pp. 197-209.
Zamani, H, Croft, W and Culpepper, J 2018, 'Neural Query Performance Prediction using Weak Supervision from Multiple Signals', in Claudia Hauff & Craig Macdonald (ed.) Proceedings of the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, Ann Arbor, MI, USA, July 08 - 12 2018, pp. 105-114.
Oosterhuis, H, Culpepper, J and de Rijke, M 2018, 'The Potential of Learned Index Structures for Index Compression', in Proceedings of the 23rd Annual Australasian Document Computing Symposium, Dunedin, New Zealand, December 11 - 12 2018, pp. 1-4.
Rumi, S, Deng, K and Salim, F 2018, 'Crime event prediction with dynamic features', EPJ Data Science, vol. 7, no. 1, pp. 1-27.
Liono, J, Abdallah, Z, Qin, A and Salim, F 2018, 'Inferring Transportation Mode and Human Activity from Mobile Sensing in Daily Life', in Proceedings of the 15th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2018), New York City, United States, 5-7 November 2018, pp. 342-351.
Karanasios, S and Slavova, M 2018, 'How do development actors do "ICT for development"? A strategy-as-practice perspective on emerging practices in Ghanaian agriculture', Information Systems Journal, pp. 1-16.
Shao, W, Nguyen, T, Qin, K, Youssef, M and Salim, F 2018, 'BLEDoorGuard: A Device-Free Person Identification Framework Using Bluetooth Signals for Door Access', IEEE Internet of Things Journal, vol. 5, no. 6, pp. 5227-5239.
Qin, D, Zhou, X, Zhou, W, Huang, G, Ren, Y, Horan, B, He, J and Kito, N 2018, 'MSIM: A change detection framework for damage assessment in natural disasters', Expert Systems with Applications, vol. 97, pp. 372-383.
Ren, Y, Tomko, M, Salim, F, Chan, J, Clarke, C and Sanderson, M 2018, 'A location-query-browse graph for contextual recommendation', IEEE Transactions on Knowledge and Data Engineering, vol. 30, no. 2, pp. 204-218.
Arief Ang, I, Hamilton, M and Salim, F 2018, 'RUP: Large room utilisation prediction with carbon dioxide sensor', Pervasive and Mobile Computing, vol. 46, pp. 49-72.
Slavova, M and Karanasios, S 2018, 'When institutional logics meet information and communication technologies: examining hybrid information practices in Ghanas agriculture', Journal of the Association for Information Systems, vol. 19, no. 9, pp. 775-812.
MacKenzie, J, MacDonald, C, Scholer, F and Culpepper, J 2018, 'On the cost of negation for dynamic pruning', in Proceedings of the 40th European Conference on Information Retrieval (ECIR 2018), Grenoble, France, 26-29 March 2018, pp. 544-549.
Fairbrother, P, Douglas, N, Denham, T, Salim, F, West, M and Teng, S 2018, Gippsland Food value chain: Data driven regional development, CRC Food Agility, Australia
Peng, Z, Zhang, P, Zhang, Y, Niu, Y, Bao, Z, Mo, S and Geng, F 2018, 'Proactive rumor control in online networks', World Wide Web, pp. 1-20.
Choudhury, F, Culpepper, S, Bao, Z and Sellis, T 2018, 'Finding the optimal location and keywords in obstructed and unobstructed space', VLDB Journal, vol. 27, no. 4, pp. 445-470.
Simeonova, B, Karanasios, S, Galliers, R, Kelly, P and Mishra, J 2018, 'Where is Power in Information Systems Research? Towards a Framework', in Thirty Ninth International Conference on Information Systems, San Francisco, United States, 13-16 December 2018, pp. 1-17.
Wang, S, Bao, Z, Culpepper, S, Xie, Z, Liu, Q and Qin, X 2018, 'Torch: A Search Engine for Trajectory Data', in Proceedings of the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '18), Ann Arbor, United States, 8-12 July 2018, pp. 535-544.
Saiedur Rahaman, M, Hamilton, M and Salim, F 2018, 'Coact: A framework for context-aware trip planning using active transport', in 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Athens, Greece, 19-23 March 2018, pp. 645-650.
Yang, S, Huang, G, Xiang, Y, Zhou, X and Chi, C 2017, 'Modeling user preferences on spatiotemporal topics for point-of-interest recommendation', in X. Q. ''F.'' Liu and U. Bellu (ed.) Proceedings of the 2017 IEEE 14th International Conference on Services Computing, Honolulu, United States, 25-30 June 2017, pp. 204-211.
Zorina, A and Karanasios, S 2017, 'The Emergence of Digital Infrastructures from the Bottom-up: A Communities as Systems Perspective', in Proceedings of the 38th International Conference on Information Systems (ICIS 2017), Seoul, 10-13 December 2017, pp. 1-20.
Song, H, Qin, A and Salim, F 2017, 'Multi-resolution selective ensemble extreme learning machine for electricity consumption prediction', in Derong Liu, Shengli Xie, Yuanqing Li, Dongbin Zhao, El-Sayed M. El-Alfy (ed.) Proceedings of the 24th International Conference PART V (ICONIP 2017), Guangzhou, China, 14-18 November 2017, pp. 600-609.
Bulumulla, C, Padgham, L, Singh, D and Chan, J 2017, 'The importance of modelling realistic human behaviour when planning evacuation schedules', in Proceedings of the16th Conference on Autonomous Agents and MultiAgent Systems (AAMAS 2017), Sao Paulo, Brazil, 8 - 12 May 2017, pp. 446-454.
Gekara, V, Molla, A, Snell, D, Karanasios, S and Thomas, A 2017, Developing appropriate workforce skills for Australia's emerging digital economy: working paper, NCVER, Adelaide, Australia
Sun, J, Shang, Z, Li, G, Deng, D and Bao, Z 2017, 'Dima: A distributed in-memory similarity-based query processing system', in Ashraf Aboulnaga, Shimin Chen, Gautam Das, Amol Deshpande, Zack Ives, Qiong Luo, Stefan Manegold, Ioana Manolescu, Sharad Mehrotra, Fatma Ozcan, Themis Palpanas, Rachel Pottinger, Ken Ross, Gerhard Weikum (ed.) Proceedings of the 43rd International Conference on Very Large Data Bases (VLDB 2017), Munich, Germany, 28 August - 1 September 2017, pp. 1925-1928.
Damessie, T, Nghiem, J, Scholer, F and Culpepper, J 2017, 'Gauging the Quality of Relevance Assessments using Inter-Rater Agreement', in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval 2017, Tokyo, Japan, 7-11 August 2017, pp. 1089-1092.
Chen, R, Azzopardi, L and Scholer, F 2017, 'An Empirical Analysis of Pruning Techniques: Performance, Retrievability and Bias', in CIKM '17 Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, Singapore, 6-10 November 2017, pp. 2023-2026.
Li, T, Gu, Y, Zhou, X, Ma, Q and Yu, G 2017, 'An effective and efficient truth discovery framework over data streams', in V. Markl, S. Orlando, B, Mitschang, P. Andritsos, K. -U. Sattler and S. Bress (ed.) Proceedings of the 20th International Conference on Extending Database Technology, Venice, Italy, 21-24 March 2017, pp. 180-191.
Benham, R and Culpepper, J 2017, 'Risk-Reward Trade-offs in Rank Fusion', in Bevan Koopman, Guido Zuccon and Mark Carman (ed.) Proceedings of the 22nd Annual Australasian Document Computing Symposium 2017, Brisbane, Queensland, 7-8 December 2017, pp. 1-8.
Uitdenbogerd, A, Kablaoui, S and Martin, A 2017, Defining a Unified Model of Vocabulary Acquisition via Extensive Reading, Office for Learning and Teaching, Canberra, Australia
Arief Ang, I, Salim, F and Hamilton, M 2017, 'DA-HOC: semi-supervised domain adaptation for room occupancy prediction using CO2 sensor data', in Rasit Eskicioglu (ed.) Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys 2017), Delft, Netherlands, 8-9 November 2017, pp. 1-10.
Choudhury, F 2017, Efficient query processing on spatial and textual data: beyond individual queries, Doctor of Philosophy (PhD), Science, RMIT University.
Xie, Z, Liu, Q and Bao, Z 2017, 'Sifting truths from multiple low-quality data sources', in Lei Chen, Christian S. Jensen, Cyrus Shahabi, Xiaochun Yang, Xiang Lian (ed.) Proceedings of the First International Joint Conference - LNCS 10366 (APWeb-WAIM 2017), Beijing, China, 7-9 July 2017, pp. 74-81.
Arief Ang, I, Salim, F and Hamilton, M 2017, 'SD-HOC: seasonal decomposition algorithm for mining lagged time series', in Proceedings of the15th Australasian Data Mining Conference (AusDM 2017), Melbourne, Australia, 19-20 August 2017, pp. 1-10.
Bailey, P, Moffat, A, Scholer, F and Thomas, P 2017, 'Retrieval consistency in the presence of query variations', in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'17), Tokyo, Japan, 7 - 11 August 2017, pp. 395-404.
Liu, H, Blech, J, Duckham, M and Schmidt, H 2017, 'Spatio-Temporal Aware Testing for Complex Systems', in IEEE International Conference on Software Quality, Reliability and Security Companion, QRS-C 2017, Prague, Czech Republic, 25-29 July 2017, pp. 569-570.
Majrashi, K, Hamilton, M and Uitdenbogerd, A 2017, 'The ubiquitous device transition experience of the mobile user', in Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2017), Melbourne, Australia, 7-10 November 2017, pp. 537-538.
Oshodin, O, Molla, A, Karanasios, S and Ong, C 2017, 'Is FinTech a Disruption or a New Eco-system? An Exploratory Investigation of Banks' Response to FinTech in Australia', in Proceedings of the 28th Australasian Conference on Information Systems (ACIS 2017), Hobart, Australia, 4-6 December 2017, pp. 1-11.
Pitson, G, Banks, P, Cavedon, L and Verspoor, K 2017, 'Developing a manually annotated corpus of clinical letters for breast cancer patients on routine follow-up', Studies in Health Technology and Informatics, vol. 235, pp. 196-200.
Sadeghi, S, Blanco Gonzalez, R, Mika, P, Sanderson, M, Scholer, F and David, V 2017, 'Re-finding behaviour in vertical domains', ACM Transactions on Information Systems (TOIS), vol. 35, no. 3, 21, pp. 1-30.
Shen, Y, Qin, X and Bao, Z 2017, 'Effective multi-objective scheduling strategy of dataflow in cloud', Ruan Jian Xue Bao/Journal of Software, vol. 28, no. 3, pp. 579-597.
Shiga, S, Joho, H, Blanco Gonzalez, R, Trippas, J and Sanderson, M 2017, 'Modelling information needs in collaborative search conversations', in Laura Dietz, Chenyan Xiong, Edgar Meij (ed.) Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Tokyo, Japan, 7-11 August 2017, pp. 715-724.
Lei, Y, Nguyen, V, Chan, J and Bailey, J 2017, 'rFILTA: relevant and nonredundant view discovery from collections of clusterings via filtering and ranking', Knowledge and Information Systems, vol. 52, pp. 179-219.
Lu, X, Moffat, A and Culpepper, J 2017, 'Can Deep Effectiveness Metrics Be Evaluated Using Shallow Judgment Pools?', in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval 2017, Tokyo, Japan, 7-11 August 2017, pp. 35-44.
Chen, R, Gallagher, L, Gonzalez, R and Culpepper, J 2017, 'Efficient cost-aware cascade ranking in multi-stage retrieval', in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval 2017, Tokyo, Japan, 7-11 August 2017, pp. 445-454.
Kito, N, Zhou, X, Qin, D, Ren, Y, Zhang, X and Thom, J 2017, 'Change detection from media sharing community', in Lei Chen, Christian S. Jensen, Cyrus Shahabi, Xiaochun Yang, Xiang Lian (ed.) Proceedings of the 1st International Joint Conference Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint Conference on Web and Big Data (APWeb-WAIM 2017), Beijing, China, 7-9 July 2017, pp. 391-398.
Lim, K, Chan, J, Karunasekera, S and Leckie, C 2017, 'Personalized itinerary recommendation with queuing time awareness', in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Tokyo, Japan, 7-11 August 2017, pp. 325-334.
Ong, K, Jarvelin, K, Sanderson, M and Scholer, F 2017, 'Using information scent to understand mobile and desktop web search behavior', in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'17), Tokyo, Japan, 7-11 August 2017, pp. 295-304.
Song, L, Zhang, P, Bao, Z and Sellis, T 2017, 'Continuous summarization over microblog threads', in Database Systems for Advanced Applications. DASFAA 2017. Lecture Notes in Computer Science, Suzhou, China, 27-30 March 2017, pp. 511-526.
Trippas, J, Spina, D, Cavedon, L and Sanderson, M 2017, 'How do people interact in conversational speech-only search tasks: A preliminary analysis', in Proceedings of the Second ACM SIGIR Conference on Information Interaction and Retrieval (CHIIR 2017), Oslo, Norway, 7-11 March 2017, pp. 325-328.
Crane, M, Culpepper, J, Lin, J, Mackenzie, J and Trotman, A 2017, 'A comparison of document-at-a-time and score-at-a-time query evaluation', in M. de Rijke and M. Shokouhi (ed.) Proceedings of the 10th International Conference on Web Search and Data Mining (WSDM 2017), Cambridge, United Kingdom, 6-10 February 2017, pp. 201-210.
Ren, Y, Tomko, M, Salim, F, Ong, K and Sanderson, M 2017, 'Analyzing web behavior in indoor retail spaces', Association for Information Science and Technology Journal, vol. 68, no. 1, pp. 62-76.
Aladhadh, S, Zhang, X and Sanderson, M 2017, 'Beyond the culture effect on credibility perception on microblogs', in G. L. Ciampaglia, A. Mashhadi and T. Yasseri (ed.) Social Informatics: Proceedings of the 9th International Conference 2017, Oxford, United Kingdom, 13-15 September 2017, pp. 316-328.

Discover more

Centre for Information Discovery and Data Analytics

The Centre for Information Discovery and Data Analytics (CIDDA) specialises in developing new approaches to find relevant information in massive data collections.

People

The Centre for Information Discovery and Data Analytics is made up of the following staff.

Publications

Discover publications related to the Centre for Information Discovery and Data Analytics.

Acknowledgement of Country

RMIT University acknowledges the people of the Woi wurrung and Boon wurrung language groups of the eastern Kulin Nation on whose unceded lands we conduct the business of the University. RMIT University respectfully acknowledges their Ancestors and Elders, past and present. RMIT also acknowledges the Traditional Custodians and their Ancestors of the lands and waters across Australia where we conduct our business - Artwork 'Luwaytini' by Mark Cleaver, Palawa.

More information

Acknowledgement of Country

More information