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SUMA: A Partial Materialization-Based Scalable Query Answering in OWL 2 DL

期刊: DATA SCIENCE AND ENGINEERING, 2021; 6 (2)

Ontology-mediated querying (OMQ) provides a paradigm for query answering according to which users not only query records at the database but also quer......

Multiple Local Community Detection via High-Quality Seed Identification over Both Static and Dynamic Networks

期刊: DATA SCIENCE AND ENGINEERING, 2021; 6 (3)

Local community detection aims to find the communities that a given seed node belongs to. Most existing works on this problem are based on a very stri......

GPU-Based Dynamic Hyperspace Hash with Full Concurrency

期刊: DATA SCIENCE AND ENGINEERING, 2021; 6 (3)

Hyperspace hashing which is often applied to NoSQL data-bases builds indexes by mapping objects with multiple attributes to a multidimensional space. ......

Querying Optimal Routes for Group Meetup

期刊: DATA SCIENCE AND ENGINEERING, 2021; 6 (2)

Motivated by location-based social networks which allow people to access location-based services as a group, we study a novel variant of optimal seque......

Parrot: A Progressive Analysis System on Large Text Collections

期刊: DATA SCIENCE AND ENGINEERING, 2021; 6 (1)

The size of textual data continues to grow along with the need for timely and cost-effective analysis, while the growth of computation power cannot ke......

A Survey on Advancing the DBMS Query Optimizer: Cardinality Estimation, Cost Model, and Plan Enumeration

期刊: DATA SCIENCE AND ENGINEERING, 2021; 6 (1)

Query optimizer is at the heart of the database systems. Cost-based optimizer studied in this paper is adopted in almost all current database systems.......

Achieving Approximate Global Optimization of Truth Inference for Crowdsourcing Microtasks

期刊: DATA SCIENCE AND ENGINEERING, 2021; 6 (3)

Microtask crowdsourcing is a form of crowdsourcing in which work is decomposed into a set of small, self-contained tasks, which each can typically be ......

Scalable Multi-grained Cross-modal Similarity Query with Interpretability

期刊: DATA SCIENCE AND ENGINEERING, 2021; 6 (3)

Cross-modal similarity query has become a highlighted research topic for managing multimodal datasets such as images and texts. Existing researches ge......

A Workload-Adaptive Streaming Partitioner for Distributed Graph Stores

期刊: DATA SCIENCE AND ENGINEERING, 2021; 6 (2)

Streaming graph partitioning methods have recently gained attention due to their ability to scale to very large graphs with limited resources. However......

Deep Multiple Auto-Encoder-Based Multi-view Clustering

期刊: DATA SCIENCE AND ENGINEERING, 2021; 6 (3)

Multi-view clustering (MVC), which aims to explore the underlying structure of data by leveraging heterogeneous information of different views, has br......

Efficient Personalized Influential Community Search in Large Networks

期刊: DATA SCIENCE AND ENGINEERING, 2021; 6 (3)

Community search, which aims to retrieve important communities (i.e., subgraphs) for a given query vertex, has been widely studied in the literature. ......

Keyword Search on Large Graphs: A Survey

期刊: DATA SCIENCE AND ENGINEERING, 2021; 6 (2)

With the prevalence of Internet access and online services, various big graphs are generated in many real applications (e.g., online social networks a......

A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent Transportation

期刊: DATA SCIENCE AND ENGINEERING, 2021; 6 (1)

Intelligent transportation (e.g., intelligent traffic light) makes our travel more convenient and efficient. With the development of mobile Internet a......

Graph Learning for Combinatorial Optimization: A Survey of State-of-the-Art

期刊: DATA SCIENCE AND ENGINEERING, 2021; 6 (2)

Graphs have been widely used to represent complex data in many applications, such as e-commerce, social networks, and bioinformatics. Efficient and ef......

Maximizing Influence Over Streaming Graphs with Query Sequence

期刊: DATA SCIENCE AND ENGINEERING, 2021; 6 (3)

Now, with the prevalence of social media, such as Facebook, Weibo, how to maximize influence of individuals, products, actions in new media is of prac......

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