Over the past years, there has been a resurgence of interest in Datalog due to its superior
ability of expressing applications that require recursive computations. However, in addition …

Abstract Machine Learning (ML) technologies have become essential tools, transforming
industries and unlocking incredible potential in various fields. ML is now widely used for …

Data-driven decision making is becoming an integral part of manufacturing companies. Data
is collected and commonly used to improve efficiency and produce high quality items for the …

Datalog is a declarative programming language that has gained popularity in various
domains due to its simplicity, expressiveness, and efficiency. But" pure" Datalog is limited to …

The popularity of data science as a discipline and its importance in the emerging economy
and industrial progress dictate that machine learning be democratized for the masses. This …

Recursive aggregation has been of considerable interest due to its unifying a wide range of
deductive-analytic workloads, including social-media mining and graph analytics. For …

在大数据治理应用中, 数据分析是必不可少的一环, 且具有耗时长, 计算资源需求大的特点, 因此,
优化其执行效率至关重要. 早期由于数据规模不大, 数据分析师可以利用传统的矩阵计算工具 …

Conversational artificial intelligence (AI) is becoming an increasingly popular topic among
industry and academia. With the fast development of neural network-based models, a lot of …

ABSTRACT Logica (= Logic+ aggregation) is a freely available, open-source, feature-
enhanced version of Datalog that automatically compiles logic rules to several SQL …

Recent advances on query languages (QLs) and DBMS suggest that their traditional role in
application development can and should be extended dramatically in many big-data …