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Topics of interest include, but are not limited to, the following areas: Data and information acquisition and preprocessing (e.g., data crawling, IoT data, data quality, data privacy, mitigating biases, data wrangling) Integration and aggregation (e.g., semantic processing, data provenance, data linkage, data fusion, knowledge graphs, data warehousing, data lake, privacy and security, modeling, information credibility) Efficient data processing (e.g., serverless, data-intensive computing, database systems, indexing and compression, architectures, distributed data systems, dataspaces, customized hardware) Special data processing (e.g., multilingual text, sequential, stream, time series, spatio-temporal, (knowledge) graph, multimedia, scientific, and social media data) Analytics and machine learning (e.g., OLAP, data mining, machine learning and AI, scalable analysis algorithms, algorithmic biases, event detection, and tracking, understanding, and interpretability) Neural Information and knowledge processing (e.g., graph neural networks, domain adaptation, transfer learning, network architectures, neural ranking, neural recommendation, and neural prediction) Data preparation, Valuation, and Trading Information access and retrieval (e.g., web search, question answering and dialogue systems, retrieval models, query processing, personalization, recommender, and filtering systems) Users and interfaces for information systems (e.g., user behavior analysis, user interface design, perception of biases, personalization, interactive information retrieval, interactive analysis, spoken interfaces) Evaluation, performance studies, and benchmarks (e.g., online and offline evaluation, best practices) Crowdsourcing (e.g. task assignment, worker reliability, optimization, trustworthiness, transparency, best practices) Mining multi-modal content (e.g., natural language processing, speech recognition, computer vision, content understanding, knowledge extraction, knowledge graphs, and knowledge representations) Data presentation (e.g., visualization, summarization, readability, VR, speech input/output) Applications (e.g., urban systems, biomedical and health informatics, legal informatics, crisis informatics, computational social science, data-enabled discovery, social media) Knowledge graphs support data representation and manipulation Generation of knowledge graphs using unstructured data Information retrieval in the era of LLMs Open-ended QA systems Fairness, Accountability, Transparency, Ethics, and Explainability in Information and Knowledge Management</pre><div class="alert alert-warning"> Last updated by <a href="/researcher/1">Dou Sun</a> in 2024-03-24</div> </div> </div>  <div class="portlet" id="yw2"> <div class="portlet-decoration"> <div class="portlet-title"><i class="icon icon-thumbs-up"></i> Best Papers</div> </div> <div class="portlet-content"> <div id="yw3" class="grid-view"> <table class="table table-hover table-striped table-bordered table-condensed"> <thead> <tr> <th id="yw3_c0">Year</th><th id="yw3_c1">Best Papers</th></tr> </thead> <tbody> <tr class="odd"> <td>2023</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Joint+Rebalancing+and+Charging+for+Shared+Electric+Micromobility+Vehicles+with+Energy-informed+Demand">Joint Rebalancing and Charging for Shared Electric Micromobility Vehicles with Energy-informed Demand</a></td></tr> <tr class="even"> <td>2022</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Harnessing+Neighborhood+Modeling+and+Asymmetry+Preservation+for+Digraph+Representation+Learning">Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning</a></td></tr> <tr class="odd"> <td>2021</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=RxNet%3A+Rx-refill+Graph+Neural+Network+for+Overprescribing+Detection">RxNet: Rx-refill Graph Neural Network for Overprescribing Detection</a></td></tr> <tr class="even"> <td>2020</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=FANG%3A+Leveraging+Social+Context+for+Fake+News+Detection+Using+Graph+Representation">FANG: Leveraging Social Context for Fake News Detection Using Graph Representation</a></td></tr> <tr class="odd"> <td>2020</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Do+People+and+Neural+Nets+Pay+Attention+to+the+Same+Words%3A+Studying+Eye-tracking+Data+for+Non-factoid+Evaluation">Do People and Neural Nets Pay Attention to the Same Words: Studying Eye-tracking Data for Non-factoid Evaluation</a></td></tr> <tr class="even"> <td>2019</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=AutoGRD%3A+Model+Recommendation+Through+Graphical+Dataset+Representation">AutoGRD: Model Recommendation Through Graphical Dataset Representation</a></td></tr> <tr class="odd"> <td>2019</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Hierarchical+Community+Structure+Preserving+Network+Embedding%3A+A+Subspace+Approach">Hierarchical Community Structure Preserving Network Embedding: A Subspace Approach</a></td></tr> <tr class="even"> <td>2019</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Spam+Review+Detection+with+Graph+Convolutional+Networks">Spam Review Detection with Graph Convolutional Networks</a></td></tr> <tr class="odd"> <td>2019</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Model+Asset+eXchange%3A+Path+to+Ubiquitous+Deep+Learning+Deployment">Model Asset eXchange: Path to Ubiquitous Deep Learning Deployment</a></td></tr> <tr class="even"> <td>2019</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=AutoGRD%3A+Model+Recommendation+Through+Graphical+Dataset+Representation">AutoGRD: Model Recommendation Through Graphical Dataset Representation</a></td></tr> </tbody> </table><div class="pager">Go to page: <ul 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href="/researcher/1915">XingShen Song (10882)</a></td><td>2016</td></tr> <tr class="even"> <td><a href="/researcher/5093">Xu Chen (618)</a></td><td>2016</td></tr> <tr class="odd"> <td><a href="/researcher/3420">Flower Eclipse (133)</a></td><td>2016</td></tr> <tr class="even"> <td><a href="/researcher/3074">Qiu Hp (104)</a></td><td>2016</td></tr> <tr class="odd"> <td><a href="/researcher/3991">Zhang Kai (1693)</a></td><td>2016</td></tr> <tr class="even"> <td><a href="/researcher/3793">Chao Li (553)</a></td><td>2015</td></tr> <tr class="odd"> <td><a href="/researcher/3568">Blue Sky (205)</a></td><td>2015</td></tr> <tr class="even"> <td><a href="/researcher/2617">Shuai Xu (1678)</a></td><td>2015</td></tr> <tr class="odd"> <td><a href="/researcher/1763">Xu Chen (147)</a></td><td>2015</td></tr> <tr class="even"> <td><a href="/researcher/1589">Wenqiang Liu (1086)</a></td><td>2014</td></tr> <tr class="odd"> <td><a href="/researcher/570">Yongming Wang (135)</a></td><td>2014</td></tr> <tr class="even"> <td><a href="/researcher/305">Yulai Zhang (2)</a></td><td>2014</td></tr> <tr class="odd"> <td><a href="/researcher/17">Deqing Wang (306)</a></td><td>2012</td></tr> </tbody> </table><div class="keys" style="display:none" title="/conference/143"><span>71720</span><span>55819</span><span>65710</span><span>65673</span><span>60935</span><span>43668</span><span>41264</span><span>55075</span><span>57943</span><span>58306</span><span>58234</span><span>39962</span><span>56712</span><span>56158</span><span>55463</span><span>51444</span><span>47767</span><span>46281</span><span>47811</span><span>41086</span><span>47267</span><span>45317</span><span>35893</span><span>41750</span><span>39341</span><span>25071</span><span>39195</span><span>39707</span><span>43787</span><span>41613</span><span>42669</span><span>41999</span><span>41089</span><span>36320</span><span>30130</span><span>37137</span><span>26838</span><span>37094</span><span>37088</span><span>36541</span><span>37018</span><span>36422</span><span>36239</span><span>34971</span><span>35656</span><span>32087</span><span>30396</span><span>7555</span><span>30087</span><span>30359</span><span>30252</span><span>30045</span><span>8219</span><span>28944</span><span>1067</span><span>22300</span><span>14746</span><span>25625</span><span>15136</span><span>18116</span><span>19987</span><span>22414</span><span>22506</span><span>13872</span><span>12198</span><span>21778</span><span>21535</span><span>17988</span><span>8722</span><span>13942</span><span>8695</span><span>10354</span><span>1915</span><span>5093</span><span>3420</span><span>3074</span><span>3991</span><span>3793</span><span>3568</span><span>2617</span><span>1763</span><span>1589</span><span>570</span><span>305</span><span>17</span></div> 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