Currently browsing: Items authored or edited by Dawei Song

182 items in this list.
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2021To Top

Gkoumas, Dimitrios; Li, Qiuchi; Lioma, Christina; Yu, Yijun and Song, Dawei (2021). What makes the difference? An empirical comparison of fusion strategies for multimodal language analysis. Information Fusion, 66 pp. 184–197.

2020To Top

Uprety, Sagar; Tiwari, Prayag; Dehdashti, Shahram; Fell, Lauren; Song, Dawei; Bruza, Peter and Melucci, Massimo (2020). Quantum-Like Structure in Multidimensional Relevance Judgements. In: Jose, J.; Yilmaz, E.; Magalhães, J.; Castells, P.; Ferro, N.; Silva, M. and Martins, F. eds. Advances in Information Retrieval. ECIR 2020. Lecture Notes in Computer Science, 12035. Springer, Cham, pp. 728–742.

2019To Top

Uprety, Sagar; Dehdashti, Shahram; Fell, Lauren; Bruza, Peter and Song, Dawei (2019). Modelling Dynamic Interactions Between Relevance Dimensions. In: Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval - ICTIR '19, ACM Press pp. 35–42.

Zhang, Yazhou; Song, Dawei; Zhang, Peng; Li, Xiang and Wang, Panpan (2019). A quantum-inspired sentiment representation model for twitter sentiment analysis. Applied Intelligence, 49(8) pp. 3093–3108.

Zhang, Yazhou; Li, Qiuchi; Song, Dawei; Zhang, Peng and Wang, Panpan (2019). Quantum-Inspired Interactive Networks for Conversational Sentiment Analysis. In: 28th International Joint Conference on Artificial Intelligence (IJCAI2019), 10-16 Aug 2019, Macau, China.

Gkoumas, Dimitrios; Uprety, Sagar and Song, Dawei (2019). Investigating non-classical correlations between decision fused multi-modal documents. In: QI 2018: Quantum Interaction. Lecture Notes in Computer Science, Vol 11690 (Coecke, B and Lambert-Mogiliansky, A eds.), Springer, Cham pp. 163–176.

2018To Top

Zhang, Yazhou; Song, Dawei; Zhang, Peng; Wang, Panpan; Li, Jingfei; Li, Xiang and Wang, Benyou (2018). A Quantum-Inspired Multimodal Sentiment Analysis Framework. Theoretical Computer Science, 752 pp. 21–40.

Uprety, Sagar and Song, Dawei (2018). Investigating Order Effects in Multidimensional Relevance Judgment using Query Logs. In: ICTIR '18: Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, ACM Press, New York pp. 191–194.

Li, Qiuchi; Uprety, Sagar; Wang, Benyou and Song, Dawei (2018). Quantum-inspired Complex Word Embedding. In: Proceedings of the 3rd Workshop on Representation Learning for NLP, Association for Computational Linguistics, pp. 50–57.

Zhao, Xiaozhao; Hou, Yuexian; Song, Dawei and Li, Wenjie (2018). A Confident Information First Principle for Parametric Reduction and Model Selection of Boltzmann Machines. IEEE Transactions on Neural Networks and Learning Systems., 29(5) pp. 1608–1621.

Li, Xiang; Song, Dawei; Zhang, Peng; Zhang, Yazhou; Hou, Yuexian and Hu, Bin (2018). Exploring EEG Features in Cross-Subject Emotion Recognition. Frontiers in Neuroscience: Brain Imaging Methods, 12, article no. 162.

Zhang, Peng; Niu, Jiabin; Su, Zhan; Wang, Benyou; Ma, Liqun and Song, Dawei (2018). End-to-End Quantum-like Language Models with Application to Question Answering. In: 32nd AAAI Conference on Artificial Intelligence (AAAI-18), 2-7 Feb 2018, New Orleans, Louisiana, USA, Association for the Advancement of Artificial Intelligence.

Uprety, Sagar; Su, Yi; Song, Dawei and Li, Jingfei (2018). Modeling Multidimensional User Relevance in IR using Vector Spaces. In: SIGIR '18 The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 8-12 Jul 2018, Ann Arbor, MI, USA, ACM Press, pp. 993–996.

Su, Yi; Li, Jingfei; Song, Dawei; Zhang, Pengqing and Zhang, Yazhou (2018). Investigating the Dynamic Decision Mechanisms of Users’ Relevance Judgment for Information Retrieval via Log Analysis. In: Proceedings of PRICAI 2018: Trends in Artificial Intelligence, Part 1, Lecture Notes in Computer Science, pp. 968–979.

2017To Top

Li, Jingfei; Zhang, Peng; Song, Dawei and Wu, Yue (2017). Understanding an Enriched Multidimensional User Relevance Model by Analyzing Query Logs. Journal of the Association for Information Science and Technology, 68(12) pp. 2743–2754.

Li, Jingfei; Wu, Yue; Zhang, Peng; Song, Dawei and Wang, Benyou (2017). Learning to Diversify Web Search Results with a Document Repulsion Model. Information Sciences, 411 pp. 136–150.

Li, Xiang; Song, Dawei; Zhang, Peng; Hou, Yuexian and Hu, Bin (2017). Deep fusion of multi-channel neurophysiological signal for emotion recognition and monitoring. International Journal of Data Mining and Bioinformatics, 18(1) pp. 1–27.

Wang, Panpan; Hou, Yuexian; Li, Jingfei; Zhang, Yazhou; Song, Dawei and Li, Wenjie (2017). A quasi-current representation for information needs inspired by Two-State Vector Formalism. Physica A: Statistical Mechanics and its Applications, 482 pp. 627–637.

Vu, Thanh; Nguyen, Dat Quoc; Johnson, Mark; Song, Dawei and Willis, Alistair (2017). Search Personalization with Embeddings. In: 39th European Conference on Information Retrieval (ECIR 2017), 8-13 Apr 2017, Aberdeen, Scotland UK.

Vu, Thanh; Willis, Alistair; Kruschwitz, Udo and Song, Dawei (2017). Personalised Query Suggestion for Intranet Search with Temporal User Profiling. In: CHIIR '17: Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, ACM, New York, pp. 265–268.

Zhang, Peng; Yu, Qian; Hou, Yuexian; Song, Dawei; Li, Jingfei and Hu, Bin (2017). A Distribution Separation Method Using Irrelevance Feedback Data for Information Retrieval. ACM Transactions on Intelligent Systems and Technology, 8(3), article no. 46.

2016To Top

Wu Y., Li J., Zang P. and Song D. (2016) Learning to improve affinity ranking for diversity search. In Ma S. et al. (eds) Information Retrieval Technology. AIRS 2016. Lecture Notes in Computer Science, vol 9994. Springer, Cham

Li, Jingfei; Zhang, Peng; Song, Dawei and Hou, Yuexian (2016). An adaptive contextual quantum language model. Physica A: Statistical Mechanics and its Applications, 456 pp. 51–67.

Zhang, Cheng; Zhang, Peng; Li, Jingfei and Song, Dawei (2016). SECC: A Novel Search Engine Interface with Live Chat Channel. In: SIGIR '16: Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, ACM, New York, pp. 1137–1140.

Zhang, Peng; Li, Jingfei; Wang, Benyou; Zhao, Xiaozhao; Song, Dawei; Hou, Yuexian and Melucci, Massimo (2016). A Quantum Query Expansion Approach for Session Search. Entropy, 18(4), article no. 146.

Zhang, Wenya; Song, Dawei; Zhang, Peng; Zhao, Xiaozhao and Hou, Yuexian (2016). A Sequential Latent Topic-based Readability Model for Domain-Specific Information Retrieval. In: Information Retrieval Technology, Springer, pp. 241–252.

2015To Top

Song, Dawei; Shi, Yanjie; Zhang, Peng; Huang, Qiang; Kruschwitz, Udo; Hou, Yuexian and Wang, Bo (2015). Incorporating intra-query term dependencies in an Aspect Query Language Model. Computational Intelligence, 31(4) pp. 699–720.

Chen, Yongqiang; Zhang, Peng; Song, Dawei and Wang, Benyou (2015). A Real-Time Eye Tracking Based Query Expansion Approach via Latent Topic Modeling. In: Proceedings of the 24th ACM International on Conference on Information and Knowledge Management, ACM, New York, pp. 1719–1722.

Li, Xiang; Zhang, Peng; Song, Dawei; Yu, Guangliang; Hou, Yuexian and Hu, Bin (2015). EEG Based Emotion Identification Using Unsupervised Deep Feature Learning. In: SIGIR2015 Workshop on Neuro-Physiological Methods in IR Research, 13 Aug 2015, Santiago, Chile.

Chen, Yongqiang; Zhang, Wenya; Song, Dawei; Zhang, Peng; Hou, Yuexian and Ren, Qingtao (2015). Inferring Document Readability by Integrating Eye Movement Features. In: SIGIR2015 Workshop on Neuro-Physiological Methods in IR Research, 13 Aug 2015, Santiago, Chile.

Ren, Qingtao; Chen, Yongqiang; Zhang, Peng; Song, Dawei and Hou, Yuexian (2015). Detecting regions of interest using eye tracking for CBIR. In: SIGIR2015 Workshop on Neuro-Physiological Methods in IR Research, 13 Aug 2015, Santiago, Chile.

Li, Qiuchi; Li, Jingfei; Zhang, Peng and Song, Dawei (2015). Modeling multi-query retrieval tasks using density matrix transformation. In: Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM, pp. 871–874.

Xie, Mengjiao; Hou, YueXian; Zhang, Peng; Li, Jingfei; Li, Wenjie and Song, Dawei (2015). Modeling Quantum Entanglements in Quantum Language Models. In: 24th International Joint Conference on Artificial Intelligence (IJCAI 2015), 25-31 Jul 2015, Buenos Aires, Argentina, AAAI Press, pp. 1362–1368.

Yu, Qian; Zhang, Peng; Hou, Yuexian; Song, Dawei and Wang, Jun (2015). Document Boltzmann Machines for Information Retrieval. In: Advances in Information Retrieval - 37th European Conference on IR Research, Lecture Notes in Computer Science, Springer International Publishing, pp. 666–671.

Vu, Thanh; Willis, Alistair; Tran, Son N. and Song, Dawei (2015). Temporal latent topic user profiles for search personalisation. In: Advances in Information Retrieval (Hanbury, Allan; Kazai, Gabriella; Rauber, Andreas and Fuhr, Norbert eds.), Lecture Notes in Computer Science, Springer International Publishing, pp. 605–616.

2014To Top

Li, Jingfei; Song, Dawei; Zhang, Peng; Wen, Ji-Rong and Dou, Zhicheng (2014). Personalizing web search results based on subspace projection. In: Information Retrieval Technology, Lecture Notes in Computer Science, Springer, pp. 160–171.

Zhang, Peng; Hao, Linxue; Song, Dawei; Wang, Jun; Hou, Yuexian and Hu, Bin (2014). Generalized bias-variance evaluation of TREC participated systems. In: Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, ACM, pp. 1911–1914.

Zhao, Xiaozhao; Hou, Yuexian; Song, Dawei and Li, Wenjie (2014). Extending the extreme physical information to universal cognitive models via a confident information first principle. Entropy, 16(7) pp. 3670–3688.

Vu, Thanh; Song, Dawei; Willis, Alistair; Tran, Son N. and Li, Jingfei (2014). Improving search personalisation with dynamic group formation. In: Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval, ACM, pp. 951–954.

Kaliciak, Leszek; Myrhaug, Hans; Goker, Ayse and Song, Dawei (2014). On the duality of specific early and late fusion strategies. In: 17th International Conference on Information Fusion (FUSION 2014), 7-10 Jul 2014, Salamanca, Spain, IEEE.

Clark, Malcolm; Ruthven, Ian; Holt, Patrik; Song, Dawei and Watt, Stuart (2014). You have e-mail, what happens next? Tracking the eyes for genre. Information Processing & Management, 50(1) pp. 175–198.

Wang, Lei; Eylan, Eyad and Song, Dawei (2014). Rebuilding visual vocabulary via spatial-temporal context similarity for video retrieval. In: Multimedia Modelling: 20th Anniversary International Conference, MMM 2014, Dublin, Ireland, January 6-10, 2014, Proceedings, Part I, Lecture Notes in Computer Science, Springer International Publishing, pp. 74–85.

2013To Top

Song, Dawei; Shi, Yanjie; Zhang, Peng; Hou, Yuexian; Hu, Bin; Jia, Yuan; Huang, Qiang; Kruschwitz, Udo; De Roeck, Anne and Bruza, Peter (2013). Optimization of an integrated model for automatic reduction and expansion of long queries. In: Ninth Asia Information Retrieval Societies Conference, 9-11 Dec 2013, Singapore.

Pan, Dazhao; Zhang, Peng; Li, Jingfei; Song, Dawei; Wen, Jirong; Hou, Yuexian; Hu, Bin; Jia, Yuan and De Roeck, Anne (2013). Using Dempster-Shafer’s evidence theory for query expansion based on freebase knowledge. In: Ninth Asia Information Retrieval Societies Conference, 9-11 Dec 2013, Singapore.

Kruchwitz, Udo; Lungley, Deirdre; Albakour, M-Dyaa and Song, Dawei (2013). Deriving query suggestions for site search. Journal of American Society for Information Science and Technology (accepted)., 64(10) pp. 1975–1994.

Liu, Yong-Jin; Luo, Xi; Joneja, Ajay; Ma, Cui-Xia; Fu, Xiao-Lan and Song, Dawei (2013). User-adaptive sketch-based 3D CAD model retrieval. IEEE Transactions on Automation Science and Engineering, 10(3) pp. 783–795.

Zhang, Peng; Song, Dawei; Wang, Jun and Hou, Yuexian (2013). Bias-variance decomposition of IR evaluation. In: 36th international ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2013), 28 Jul - 1 Aug 2013, Dublin, Ireland, pp. 1021–1024.

Kaliciak, Leszek; Song, Dawei; Wiratunga, Nirmalie and Pan, Jeff (2013). Combining visual and textual systems within the context of user feedback. In: 19th International Conference on MultiMedia Modeling (MMM2013), 5-7 Jan 2013, Huangshan, China, pp. 445–455.

2012To Top

Kaliciak, Leszek; Song, Dawei; Wiratunga, Nirmalie and Pan, Jeff (2012). Improving content based image retrieval by identifying least and most correlated visual words. In: 8th Asia Information Retrieval Societies Conference (AIRS2012), 17-19 Dec 2012, Tianjin, China.

Kaliciak, Leszek; Horsburgh, Ben; Song, Dawei; Wiratunga, Nirmalie and Pan, Jeff (2012). Enhancing music information retrieval by incorporating image-based local features. In: Eighth Asia Information Retrieval Societies Conference (AIRS 2012), 17-19 Dec 2012, Tianjin, China.

Wang, Lei; Song, Dawei and Elyan, Eyad (2012). Improving Bag-of-visual-Words model with spatial-temporal correlation for video retrieval. In: 21st ACM Conference on Information and Knowledge Management (CIKM 2012), 30 Oct - 1 Nov 2012, Hawaii, USA.

Adeyanju, Ibrahim; Song, Dawei; Albakour, M-Dyaa; Kruschwitz, Udo; De Roeck, Anne and Fasli, Maria (2012). Adaptation of the concept hierarchy model with search logs for query recommendation on intranets. In: 35th Annual SIGIR Conference (SIGIR 2012), 12-16 Aug 2012, Portland, Oregon, USA, pp. 5–14.

Clark, Malcolm; Ruthven, Ian; O’Brian Holt, Patrik and Song, Dawei (2012). Looking for genre: the use of structural features during search tasks with Wikipedia. In: Fourth Information Interaction in Context Conference (IIiX 2012)., 21-24 Aug 2012, Nijmegen, Holland.

Clark, Malcolm; Kim, Yunhyong; Kruschwitz, Udo; Song, Dawei; Albakour, M-Dyaa; Dignum, Stephen; Cerviño Beresi, Ulises; Fasli, Maria and De Roeck, Anne (2012). Automatically structuring domain knowledge from text: a review of current research. Information Processing and Management, 48(3) pp. 552–568.

Adeyanju, Ibrhim; Song, Dawei; Albakour, M-Dyaa; Kruschwitz, Udo; De Roeck, Anne and Fasli, Maria (2012). Learning from users' querying experience on intranets. In: WWW 2012 21st International World Wide Web Conference, 16-20 Apr 2012, Lyon, France.

Lungley, Deirdre; Kruschwitz, Udo and Song, Dawei (2012). Learning adaptive domain models from click data to bootstrap interactive Web search. In: ECIR 2012: 34th European Conference on Information Retrieval, 1-5 Apr 2012, Barcelona, Spain.

Bruza, P.; Kitto, K.; Sitbon, L.; Ramm, B.; Song, D. and Blomberg, S. (2012). Quantum-like non-separability of concept combinations, emergent associates and abduction. Logic Journal of the IGPL, 20(2) pp. 445–457.

2011To Top

Albakour, M-Dyaa; Kruschwitz, Udo; Song, Dawei; Fasli, Maria and De Roeck, Anne (2011). Enriching query flow graphs with click information. In: The 7th Asia Information Retrieval Societies Conference (AIRS 2011), 18-20 Dec 2011, Dubai, United Arab Emirates.

Adeyanju, Ibrahim; Nardini, Franco Maria; Albakour, M-Dyaa; Song, Dawei and Kruschwitz, Udo (2011). RGU-ISTI-Essex at TREC 2011 Session Track. In: 20th Text REtrieval Conference (TREC 2011), 15-18 Nov 2011, Gaithersburg, Maryland.

Song, Dawei; Melucci, Massimo; Frommholz, Ingo; Zhang, Peng; Wang, Lei and Arafat, Sachi eds. (2011). Quantum Interaction: 5th International Symposium, QI 2011, Revised Selected Papers. Lecture Notes in Computer Science, 7052. Berlin: Springer.

Zhang, Peng; Li, Wenjie; Hou, Yuexian and Song, Dawei (2011). Developing position structure based framework for Chinese entity relation extraction. ACM Transactions on Asian Language Information Processing, 10(3) 14/1-14/22.

Zhang, Peng; Song, Dawei; Zhao, Xiaozhao and Hou, Yuexian (2011). Investigating Query-Drift Problem from a Novel Perspective of Photon Polarization. In: The 3rd International Conference on the Theory of Information Retrieval (ICTIR2011), 12-14 Sep 2012, Bertinoro, Italy.

Hou, Yuexian; He, Liang; Zhao, Xiaozhao and Song, Dawei (2011). Pure High-order Word Dependence Mining via Information Geometry. In: The 3rd International Conference on the Theory of Information Retrieval (ICTIR2011), 12-14 Sep 2011, Bertinoro, Italy.

Luo, Xi; Guo, Wen-Jin; Liu, Yong-Jin; Ma, Cui-Xia and Song, Dawei (2011). A words-of-interest model of sketch representation for image retrieval. In: 2011 Asian Conference on Design and Digital Engineering (ACDDE2011), 27-28 Aug 2011, Shanghai, China.

Yan, Xin; Lau, Raymond Y. K.; Song, Dawei; Li, Xue and Ma, Jian (2011). Towards a semantic granularity model for domain-specific information retrieval. ACM Transactions on Information Systems (TOIS), 29(3), article no. 15.

Wang, Lei; Song, Dawei and Elyan, Eyad (2011). Words-of-interest selection based on temporal motion coherence for video retrieval. In: 34th Annual ACM SIGIR Conference (SIGIR'2011), 24-28 Jul 2011, Beijing, China.

Di Buccio, Emanuele; Melucci, Massimo and Song, Dawei (2011). Combining interaction and content for feedback-based ranking. In: 4th Information Retrieval Facility Conference, 7-9 Jun 2011, Vienna.

Albakour, M-Dyaa; Kruschwitz, Udo; Nanas, Nikolaos; Kim, Yunhyong; Song, Dawei; Fasli, Maria and De Roeck, Anne (2011). AutoEval: an evaluation methodology for evaluating query suggestions using query logs. In: 33rd European Conference on Information Retrieval (ECIR2011), 19-21 Apr 2011, Dublin, Ireland, Springer-Verlag, pp. 605–610.

Azzoppardi, Leif; Song, Dawei; Kazai, Gabriella; Robertson, Stephen; Rüger, Stefan; Shokouhi, Milad and Yilmaz, Emine (2011). Special Issue on the Second International Conference on the Theory of Information Retrieval (ICTIR 2009). Springer.

Albakour, M-Dyaa; Kruschwitz, Udo; Nanas, Nikolaos; Song, Dawei; Fasli, Maria and De Roeck, Anne (2011). Exploring ant colony optimisation for adaptive interactive search. In: Advances in Information Retrieval Theory: Third International Conference, ICTIR 2011, 12-14 Sep 2011, Bertinoro, Italy, pp. 213–224.

Cerviño Beresi, Ulises; Kim, Yunhyong; Song, Dawei and Ruthven, Ian (2011). Why did you pick that? Capturing reasons for assigning value in exploratory search. International Journal on Digital Libraries, 11 pp. 59–74.

Zhang, Peng; Song, Dawei; Wang, Jun; Zhao, Xiaozhao and Hou, Yuexian (2011). On modeling rank-independent risk in estimating probability of Relevance. In: The 7th Asia Information Retrieval Societies Conference (AIRS2011), 18-20 Dec 2011, Dubai, United Arab Emirates.

Di Bucci, Emanuele; Melucci, Massimo and Song, Dawei (2011). Towards predicting relevance using a quantum-like framework. In: The 33rd European Conference on Information Retrieval (ECIR2011), 6611 pp. 755–758.

Zhao, Xiazhao; Zhang, Peng; Song, Dawei and Hou, Yuexian (2011). A novel re-ranking approach inspired by quantum measurement. In: 33rd European Conference on Information Retrieval (ECIR 2011), 18-21 Apr 2011, Dublin, Ireland, pp. 721–724.

Kruschwitz, Udo; Albakour, M-Dyaa; Niu, Jinzhong; Leveling, Johannes; Nanas, Nikolaos; Kim, Yunhyong; Song, Dawei; Fasli, Maria and De Roeck, Anne (2011). Moving towards adaptive search in digital libraries. In: Bernardi, Raffaella; Chambers, Sally; Gottfried, Björn; Segond, Frédérique and Zaihrayeu, Ilya eds. Advanced Language Technologies for Digital Libraries: International Workshops on NLP4DL 2009, Viareggio, Italy, June 15, 2009 and AT4DL 2009, Trento, Italy, September 8, 2009. Lecture Notes in Computer Science (6699). Berlin: Springer, pp. 41–60.

2010To Top

Zhang, Peng; Song, Dawei; Zhao, Xiaozhao and Hou, Yuexian (2010). A study of document weight smoothness in pseudo relevance feedback. In: 6th Asia Information Retrieval Societies Conference (AIRS2010), 1-3 Dec 2010, Taipei.

Lai, C.L.; Xu, K.Q; Lau, Raymond Y.K.; Li, Yuefeng and Song, Dawei (2010). High-order concept associations mining and inferential language modeling for online review spam detection. In: 10th IEEE International Conference on Data Mining Workshops, 14 Dec 2010, Sydney, Australia.

Zhang, Peng; Song, Dawei; Hou, Yuexian; Wang, Jun and Bruza, Peter (2010). Automata modeling for cognitive interference in users relevance judgment. In: AAAI-Fall 2010 Symposium on Quantum Informatics for Cognitive, Social, and Semantic Processes (QI2010), 11-13 Nov 2010, Washington DC, USA.

Zhang, Peng; Song, Dawei; Hou, Yuexian; Wang, Jun and Bruza, Peter (2010). Explanation of relevance judgement discrepancy with quantum interference. In: AAAI-Fall 2010 Symposium on Quantum Informatics for Cognitive, Social, and Semantic Processes (QI2010), 11-13 Nov 2010, Washington DC, USA.

Wang, Jun; Song, Dawei and Kaliciak, Leszek (2010). Tensor product of correlated text and visual features: a quantum theory inspired image retrieval framework. In: AAAI-Fall 2010 Symposium on Quantum Informatics for Cognitive, Social, and Semantic Processes (QI2010), 11-13 Nov 2010, Washington DC, USA.

Kaliciak, Leszek; Song, Dawei; Wiratunga, Nirmalie and Pan, Jeff (2010). Novel local features with hybrid sampling technique for image retrieval. In: 19th ACM International Conference on Information and Knowledge Management (CIKM 2010), 26-30 Oct 2010, Toronto, Ontario, Canada.

Wang, Jun; Song, Dawei and Kaliciak, Leszek (2010). RGU at ImageCLEF2010 Wikipedia Retrieval Task. In: CLEF 2010 LABs and Workshops, Notebook Papers, 22-23 Sep 2010, Padua, Italy.

Di Buccio, Emanuelle; Melucci, Massimo and Song, Dawei (2010). Exploring combinations of sources for interaction features for document re-ranking. In: 4th Workshop on Human-Computer Interaction and Information Retrieval (HCIR2010), 22 Aug 2010, New Brunswick, NJ, USA.

Dignum, Stephen; Kruschwitz, Udo; Fasli, Maria; Kim, Yunhyong; Song, Dawei; Cerviño Beresi, Ulises and De Roeck, Anne (2010). Incorporating seasonality into search suggestions derived from intranet query logs. In: IEEE/WIC/ACM International Conference on Web Intelligence (WI2010), 31 Aug 31-3 Sep 2010, Toronto, Canada.

Yan, Tingxu; Maxwell, Tamsin; Song, Dawei; Hou, Yuexian and Zhang, Peng (2010). Event-based hyperspace analogue to language for query expansion. In: ACL 2010 Conference Short Papers, 11-16 Jul 2010, Uppsala, Sweden.

Zhang, Peng; Cervino Beresi, Ulises; Song, Dawei and Hou, Yuexian (2010). A Probabilistic Automaton for the Dynamic Relevance Judgement of Users. In: ACM SIGIR2010 Workshop on Simulation of Interaction (SemInt), 19-23 Jul 2010, Geneva, Switzerland.

Nanas, Nikolaos; Kruschwitz, Udo; Albakour, M-Dyaa; Fasli, Maria; Song, Dawei; Kim, Yunhyong; Cerviño, Ulises and De Roeck, Anne (2010). A methodology for simulated experiments in interactive search. In: ACM SIGIR2010 Workshop on Simulation of Interaction (SemInt), 19-23 Jul 2010, Geneva, Switzerland.

Hou, Yuexian; Zhang, Peng; Yan, Tingxu; Li, Wenjie and Song, Dawei (2010). Beyond redundancies: a metric-invariant method for unsupervised feature selection. IEEE Transactions on Knowledge and Data Engineering, 22(3) pp. 348–364.

Cervino Beresi, Ulises; Kim, Yunhyong; Baillie, Mark; Ruthven, Ian and Song, Dawei (2010). Colouring the dimensions of relevance. In: 32nd European Conference on Information Retrieval (ECIR2010), 28-30 Mar 2010, Milton Keynes, UK.

Zhu, Jianhan; Huang, Xiangji; Song, Dawei and Rüger, Stefan (2010). Integrating multiple document features in language models for expert finding. Knowledge and Information Systems, 23(1) pp. 29–54.

Song, D.; Lalmas, M.; van Rijsbergen, C. J.; Frommholz, I.; Piwowarski, B.; Wang, J.; Zhang, P.; Zuccon, G.; Bruza, P. D.; Arafat, S.; Azzopardi, L.; Di Buccio, E.; Huertas-Rosero, A.; Hou, Y.; Melucci, M. and Rüger, S. (2010). How quantum theory is developing the field of Information Retrieval. In: Proceedings of AAAI-Fall 2010 Symposium on Quantum Informatics for Cognitive, Social, and Semantic Processes (QI), 11-13 Nov 2011, Arlington, VA, US, pp. 105–108.

Zhang, Peng; Song, Dawei; Zhao, Xiaochao and Hou, Yuexian (2010). A Study of Document Weight Smoothness in Pseudo Relevance Feedback. In: The 6th Asia Information Retrieval Societies Conference (AIRS2010), 1-3 Dec 2012, Taipei, Taiwan.

Zhang, Peng; Song, Dawei; Hou, Yuexian; Wang, Jun and Bruza, Peter (2010). Automata modeling for cognitive interference in users’ relevance judgment. In: AAAI-Fall 2010 Symposium on Quantum Informatics for Cognitive, Social, and Semantic Processes, 11-13 Nov 2010, Washington DC, USA.

Cerviño Beresi, Ulises; Kim, Yunyhong; Song, Dawei; Baillie, Mark and Ruthven, Ian (2010). Relevance in technicolor. In: 14th European Conference on Research and Advanced Technology for Digital Libraries (ECDL2010), 6-10 Sep 2010, Glasgow, UK.

2009To Top

Hoenkamp, Eduard; Bruza, Peter; Song, Dawei and Huang, Qiang (2009). An effective approach to verbose queries using a limited dependencies language model. In: 2nd International Conference on Theory of Information Retrieval (ICTIR2009), 10-12 Sep 2009, Cambridge.

Zhang, Peng; Hou, Yuexian and Song, Dawei (2009). Approximating true relevance distribution from a mixture model based on irrelevance data. In: 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2009), 19-23 Jul 2009, Boston, USA.

Milne, Peter; Wiratunga, Nirmalie; Lothian, Robert and Song, Dawei (2009). Reuse of search experience for resource transformation. In: Workshop on Reasoning from Experiences on the Web (WebCBR'2009), 21 Jul 2009, Seattle, WA, USA.

Dignum, Stephen; Kim, Yunhyong; Kruschwitz, Udo; Song, Dawei; Fasli, Maria and De Roeck, Anne (2009). Using domain models for context-rich user logging. In: Workshop on Understanding the User Logging and Interpreting User Interactions in Information Search and Retrieval (UIIR-2009), 24 Jul 2009, Boston, USA.

Milne, Peter; Wiratunga, Nirmalie; Lothian, Robert and Song, Dawei (2009). Reuse of search experience for resource transformation. In: Workshop on Reasoning from Experiences on the Web (WebCBR'2009), 21 Jul 2009, Seattle, WA, USA.

Zhu, Jianhan; Song, Dawei and Rüger, Stefan (2009). Integrating multiple windows and document features for expert finding. Journal of the American Society for Information Science and Technology, 60(4) pp. 694–715.

Zhu, Jianhan; Song, Dawei; Eisenstadt, Marc; Barladeanu, Cristi and Rüger, Stefan (2009). DYNIQX: A novel meta-search engine for the web. International Journal of Information Studies, 1(1) pp. 2–27.

Lau, R. Y. K.; Song, Dawei; Li, Yuefeng; Cheung, T. C. H. and Hao, Jin-Xing (2009). Towards a fuzzy domain ontology extraction method for adaptive e-learning. IEEE Transactions on Knowledge and Data Engineering, 21(6) pp. 800–813.

Azzopardi, Leif; Kazai, Gabriella; Robertson, Stephen; Rüger, Stefan; Shokouhi, Milad; Song, Dawei and Yilmaz, Emine eds. (2009). Advances in Information Retrieval Theory (Proceedings of the 2nd International Conference on the Theory of Information Retrieval, ICTIR 2009). Lecture Notes in Computer Science, 5766. Berlin: Springer.

Llorente, Ainhoa; Overell, Simon; Liu, Haiming; Hu, Rui; Rae, Adam; Zhu, Jianhan; Song, Dawei and Rüger, Stefan (2009). Exploiting term co-occurrence for enhancing automated image annotation. In: Evaluating Systems for Multilingual and Multimodal Information Access, Springer, Germany, pp. 632–639.

Huang, Zi; Shen, Heng Tao; Song, Dawei; Li, Xue and Rüger, Stefan (2009). Dimension-specific search for multimedia retrieval. In: Database Systems for Advanced Applications, pp. 693–698.

Dignum, Stephen; Kim, Yunhyong; Kruschwitz, Udo; Song, Dawei; Fasli, Maria and De Roeck, Anne (2009). Moving towards adaptive search. In: Workshop on Advanced Technologies for Digital Libraries, 8 Sep 2009, Trento, Italy.

De Roeck, Anne; Song, Dawei; Kruschwitz, Udo and Azzopardi, Leif eds. (2009). Corpus Profiling for Information Retrieval and Natural Language Processing. London: Learned Publishing.

Lee, Gary Geunbae; Song, Dawei; Lin, Chin-Yew; Aizawa, Akiko; Kuriyama, Kazuko; Yoshioka, Masaharu and Sakai, Tetsuya eds. (2009). Information Retrieval Technology – Proceedings of 5th Asia Information Retrieval Symposium (AIRS2009). Lecture Notes in Computer Science, 5839. Berlin: Springer.

Dignum, Stephen; Kim, Yunhyong; Kruschwitz, Udo; Song, Dawei; Fasli, Maria and De Roeck, Anne (2009). Using domain models for context-rich user logging. In: Workshop on Understanding the User - Logging and Interpreting User Interactions in Information Search and Retrieval (UIIR-2009), 23 Jul 2009, Boston, USA.

2008To Top

Huang, Qiang and Song, Dawei (2008). A latent variable model for query expansion using the hidden Markov model. In: ACM 17th Conference on Information and Knowledge Management (CIKM2008), 26-30 Oct 2008, Napa Valley, CA, USA.

Lau, Raymond Y. K.; Li, Yuefeng; Song, Dawei and Kwok, Ron Chi Wai (2008). Knowledge discovery for adaptive negotiation agents in e-marketplaces. Decision Support Systems, 45(2) pp. 310–323.

Lau, Raymond; Bruza, Peter and Song, Dawei (2008). Towards a belief revision based adaptive and context sensitive information retrieval system. ACM Transactions on Information Systems (TOIS), 26(6) 8:1-8:38.

Song, Dawei; Huang, Qiang; Rüger, Stefan and Bruza, Peter (2008). Facilitating query decomposition in query language modeling by association rule mining using multiple sliding windows. In: The 30th European Conference on Information Retrieval (ECIR 2008), 30 Mar - 3 Apr 2008, Glasgow, UK.

Huang, Qiang; Song, Dawei and Rüger, Stefan (2008). Robust query-specific pseudo feedback document selection for query expansion. In: The 30th European Conference on Information Retrieval (ECIR 2008), 30 Mar - 3 Apr 2008, Glasgow, UK.

Hu, Rui; Rüger, Stefan; Song, Dawei and Liu, Haiming (2008). Dissimilarity measures for content-based image retrieval. In: 2008 IEEE International Conference Multimedia and Expo, 23-26 Jun 2008, Hannover, Germany.

Zhu, Jianhan; Song, Dawei; Rüger, Stefan and Huang, Xiangji (2008). Modeling document features for expert finding. In: Proceeding of the 17th ACM conference on Information and knowledge mining - CIKM '08, p. 1421.

Zhu, Jianhan; Song, Dawei; Eisenstadt, Marc; Barladeanu, Cristi and Rüger, Stefan (2008). Dyniqx: a novel meta-search engine for metadata based cross search. In: 2008 First International Conference on the Applications of Digital Information and Web Technologies (ICADIWT), pp. 204–209.

De Roeck, Anne; Song, Dawei; Kruschwitz, Udo and Azzopardi, Leif (2008). Workshop on corpus profiling in information retrieval and natural language processing. In: Corpus Profiling in Information Retrieval & Natural Processing, 18 Oct 2008, BCS Office, London.

2007To Top

Zhu, J.L.; Goncalves, A; Uren, V.; Motta, E.; Pacheco, R; Eisenstadt, M. and Song, D. (2007). Relation Discovery from Web Data for Competency Management. Web Intelligence and Agent Systems, 5(4) pp. 405–417.

Song, Dawei; Lau, Raymond Y.K.; Bruza, Peter D.; Wong, Kam-Fai and Chen, Ding-Yi (2007). An intelligent information agent for document title classification and filtering in document-intensive domains. Decision Support Systems, 44(1) pp. 251–265.

Zhu, Jianhan; Eisenstadt, Marc; Goncalves, Alexandre; Denham, Chris; Uren, Victoria and Song, Dawei (2007). Social Search with Missing Data: Which Ranking Algorithm? Journal of Digital Information Management: Special Issue on Web Retrieval, 5(5) pp. 249–261.

Zhu, Jian-Han; Goncalves, Alexandre L.; Uren, Victoria; Motta, Enrico; Pacheco, Roberto; Song, Dawei and Rüger, Stefan (2007). Community Relation Discovery by Named Entities. In: 2007 International Conference on Machine Learning and Cybernetics, p. 1966.

Song, Dawei; Cao, Guihong; Bruza, Peter and Lau, Raymond (2007). Concept induction via fuzzy C-means clustering in a high-dimensional semantic space. In: de Oliveira, J. Valente and Pedrycz, W. eds. Advances in Fuzzy Clustering and its Applications. Chichester: WIley Interscience, pp. 393–403.

Huang, Zi; Hengtao, Shen; Zhou, Xiaofang; Song, Dawei and Rüger, Stefan (2007). Dimensionality reduction for dimension-specific search. In: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR 07 SIGIR 07, p. 849.

Huang, Qiang; Song, Dawei; Rüger, Stefan and Bruza, Peter (2007). Learning and optimization of an aspect hidden Markov model for query language model generation. In: International Conference on the Theory of Information Retrieval, 18-20 Oct 2007.

Zhu, Jianhan; Song, Dawei and Rüger, Stefan (2007). The Open University at TREC 2007 Enterprise Track. In: The Sixteenth Text REtrieval Conference (TREC2007), 06-09 Nov 2007, Gaithersburg, Maryland USA.

2006To Top

Song, Dawei and Nie, Jian-Yun (2006). Introduction to special issue on reasoning in natural language information processing. ACM Transactions on Asian Language Information Processing, 5(4) pp. 291–295.

Yan, Xin; Song, Dawei and Li, Xue (2006). Concept-based Document Readability in Domain Specific Information Retrieval. In: 2006 ACM CIKM International Conference on Information and Knowledge Management (CIKM 2006), 6-11 Nov 2006, Arlington, Virginia, USA.

Zhu, Jianhan; Song, Dawei; Rüger, Stefan; Eisenstadt, Marc and Motta, Enrico (2006). The Open University at TREC 2006 Enterprise Track ExpertSearch Task. In: Fifteenth Text REtrieval Conference (TREC2006), 14-17 Nov 2006, Gaithersburg, Maryland USA.

Zhu, Jianhan; Eisenstadt, Marc; Song, Dawei and Denham, Chris (2006). Exploiting semantic association to answer 'vague queries'. In: Fourth International Conference on Active Media Technology, 7-9 Jun 2006, Brisbane, Australia.

Song, Dawei; Bruza, Peter; McArthur, Robert and Mansfield, Tim (2006). Enabling management oversight in corporate blog space. In: Computational Approaches to Analysing Webblogs (AAAI-CAAW2006), 29 Mar 2006, Palo Alto, CA, USA.

Huang, Helen; Zhou, Xiaofang; Song, Dawei and Bruza, Peter (2006). Dimensionality reduction in patch-signature based protein structure matching. In: Dobbie, Gillian and Bailey, James eds. ADC '06 Proceedings of the 17th Australasian Database Conference, Volume 49. Darlinghurst, Australia: Australian Computer Society, pp. 89–97.

Yan, Xin; Li, Xue and Song, Dawei (2006). Document generality: its computation for ranking. Australian Computer Science Communications, 28(2) pp. 109–118.

Bruza, Peter; Cole, Richard; Song, Dawei and Bari, Zeeniya (2006). Towards Operational Abduction from a Cognitive Perspective. Logic Journal of IGPL, Vol. 14(No. 2) pp. 161–177.

Huang, Helen; Zhou, Xiaofang; Shen, Heng Tao and Song, Dawei (2006). 3D protein structure matching by patch signatures. In: ed. Database and Expert Systems Applications. Lecture Notes in Computer Science, Volume 408. Berlin: Springer, pp. 528–537.

Gonçalves, Alexandre; Zhu, Jianhan; Song, Dawei; Uren, Victoria and Pacheco, Roberto (2006). LRD: latent relation discovery for vector space expansion and information retrieval. In: ed. Advances in Web-Age Information Management. Lecture Notes in Computer Science, Volume 401. Berlin: Springer, pp. 122–133.

Song, Dawei and Bruza, Peter (2006). Text based knowledge discovery with information flow analysis. In: ed. Frontiers of WWW Research and Development - APWeb 2006. Lecture Notes in Computer Science, Volume 384. Springer: Berlin, pp. 692–701.

Song, Dawei; Bruza, Peter; McArthur, Robert and Mansfield, Tim (2006). Enabling management oversight in corporate blog space. In: AAAI Spring Symposium 2006: Computational Approaches to Analysing Weblogs, 27-29 Mar 2006, Palo Alto, CA, USA.

2005To Top

Bai, Jing; Song, Dawei; Bruza, Peter; Nie, Jian-Yun and Cao, Guihong (2005). Query expansion using term relationships in language models for information retrieval. In: Proceedings of the 14th International ACM Conference on Information and Knowledge Management (CIKM 2005), 31 Oct - 05 Nov 2005, Bremen, Germany.

Yan, Xin; Li, Xue and Song, Dawei (2005). Document re-ranking by generality in bio-medical information retrieval. In: ed. Web Information Systems Engineering – WISE 2005. Lecture Notes in Computer Science, Volume 380 (2806/2005). Berlin: Springer, pp. 376–389.

Cheong, Paulo; Song, Dawei; Bruza, Peter and Wong, Kam-Fai (2005). Information flow analysis with Chinese text. In: ed. Natural Language Processing – IJCNLP 2004. Lecture Notes in Computer Science, Volume 324 (3248/2005). Berlin: Springer, pp. 100–109.

McArthur, R.; Bruza, P. D. and Song, D. (2005). Policy conformance in the corporate blog space. In: Policy Management for the Web: a WWW2005 Workshop, 10 May 2005, Chiba, Japan.

2004To Top

Lau, Raymond; Bruza, Peter and Song, Dawei (2004). Belief Revision for Adaptive Information Retrieval. In: 27th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2004), 25-29 Jul 2004, Sheffield, UK,.

Song, Dawei; Bruza, Peter and Cole, Richard (2004). Concept learning and information inferencing on a high-dimensional semantic space. In: ACM SIGIR 2004 Workshop on Mathematical/Formal Methods in Information Retrieval (MF/IR2004), 25-29 Jul 2004, Sheffield, UK.

Song, Dawei; Bruza, Peter and McArthur, Robert (2004). Abduction in semantic space: Towards a logic of discovery. Logic Journal of IGPL, Vol. 12(No. 2) pp. 97–109.

Song, Dawei and Hoenkamp, Eduard (2004). The Document as ergodic markov chain. In: Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR'2004), 25-29 Jul 2004, Sheffield, United Kingdom.

Yan, Xin; Li, Xue and Song, Dawei (2004). A correlation analysis on LSA and HAL semantic space models. In: ed. Computational and Information Science. Lecture Notes in Computer Science, Volume 331. Berlin: Springer, pp. 711–717.

Cao, Guihong; Song, Dawei and Bruza, Peter (2004). Fuzzy k-means clustering on a high dimensional semantic space. In: ed. Advanced Web Technologies and Applications. Lecture Notes in Computer Science, Volume 300 (3007/2004). Springer Berlin / Heidelberg, pp. 907–911.

Song, Dawei; Bruza, Peter and Cole, Richard (2004). Concept learning and information inferencing on a high dimensional semantic space. In: ACM SIGIR 2004 Workshop on Mathematical/Formal Methods in Information Retrieval (MF/IR2004), 25-29 Jul 2004, Sheffield, UK.

2003To Top

Huang, Zi; Wong, Kam-Fai; Li, Wenjie; Song, Dawei and Bruza, Peter (2003). Back to the future: a logical framework for temporal information representation and inferencing from financial news. In: NLP-KE 2003: 2003 International Conference on Natural Language Processing and knowledge Engineering, 26-29 Oct 2003, Beijing, China.

Song, D. and Bruza, P.D. (2003). Towards context sensitive information inference. Journal of the American Society for Information Science and Technology, 54(4) pp. 321–334.

Bruza, Peter and Song, Dawei (2003). A comparison of various approaches for using probabilistic dependencies in language modeling. In: Proceedings of the 26th annual international ACM SIGIR conference on Research and development in information retrieval (SIGIR'2003), 28 Jul - 01 Aug 2003, Toronto, Canada.

Song, Dawei; Bruza, Peter; Huang, Helen and Lau, Raymond (2003). Classifying document titles based on information inference. In: ed. Foundations of Intelligent Systems. Springer Berlin / Heidelberg, Volume 287 (Volume 287). Springer: Berlin, pp. 297–306.

2002To Top

Bruza, P. D and Song, D. (2002). Inferring query models by information flow analysis. In: Proceedings of the 11th International ACM Conference on Information and Knowledge Management (CIKM 2002), 4-9 Nov 2002, McLean, Virginia, USA.

2001To Top

Wong, Kam-Fai; Song, Dawei; Bruza, Peter and Cheng, Chun-Hung (2001). Application of aboutness to functional benchmarking in information retrieval. ACM Transactions on Information Systems (TOIS), 19(4) pp. 337–370.

Song, Dawei and Bruza, Peter (2001). Discovering information flow using a high dimensional conceptual space. In: ed. Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval. New Orleans, Louisiana, USA: ACM Press, pp. 327–333.

2000To Top

Bruza, P. D.; Song, D. W. and Wong, K. F. (2000). Aboutness from a commonsense perspective. Journal of the American Society for Information Science and Technology, 51(12) pp. 1090–1105.

1999To Top

Bruza, Peter; Song, Dawei and Wong, Kam-Fai (1999). Fundamental properties of aboutness. In: 22nd Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval (SIGIR '99), 15-19 Aug 1999, Berkeley, CA, USA.

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