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ACM Computing Surveys
1-10 of 234 reviews
A survey on session-based recommender systems
Wang S., Cao L., Wang Y., Sheng Q., Orgun M., Lian D. ACM Computing Surveys 7(54): 1-38, 2022. Type: Article
Wang et al. present a comprehensive survey with this paper. A session-based recommender system (SBRS) is a system that makes recommendations to users based on short-term, dynamic user preferences (in a session). It is different from other recommen...
Dec 2 2021
Environmental audio scene and sound event recognition for autonomous surveillance: a survey and comparative studies
Chandrakala S., Jayalakshmi S. ACM Computing Surveys 52(3): 1-34, 2019. Type: Article
As my colleagues and I define in a previous paper, “environmental sound recognition (AESR) is a relatively new discipline of computer science destined to extend the field of speech-based applications, or the study of music sounds, by explori...
Nov 11 2021
A survey of machine learning for big code and naturalness
Allamanis M., Barr E., Devanbu P., Sutton C. ACM Computing Surveys 51(4): 1-37, 2018. Type: Article
There is a rising demand for effective software tools that can help developers build reliable and maintainable software systems. There has been abundant research to help developers track bugs and verify program properties and refactor code. Recent...
Nov 4 2021
Automated expertise retrieval: a taxonomy-based survey and open issues
Gonçalves R., Dorneles C. ACM Computing Surveys 52(5): 1-30, 2019. Type: Article
Due to the rigorous advancement in skill sets through knowledge enhancement, multiple methods of sharing the required skills can challenge industries that are looking for the “right fit.” At the same time, the storage of information in...
Aug 31 2021
A survey on gait recognition
Wan C., Wang L., Phoha V. ACM Computing Surveys 51(5): 1-35, 2018. Type: Article
Gait recognition is a biometric method that uses sensor data to recognize people based on body shape and walking styles. Gait data is acquired from video images, inertial sensors, or sensors in the environment. The possible uses are diagnostic, bu...
Jun 8 2021
Modeling information retrieval by formal logic: a survey
Abdulahhad K., Berrut C., Chevallet J., Pasi G. ACM Computing Surveys 52(1): 1-37, 2019. Type: Article
As the title indicates, formal logic is used for modeling information retrieval (IR). Readers can expect a literature review (of IR models), supported with graphs, mathematical formulas, and examples that lead to some interesting conclusions....
Apr 12 2021
Applications of distributed ledger technologies to the Internet of Things: a survey
Zhu Q., Loke S., Trujillo-Rasua R., Jiang F., Xiang Y. ACM Computing Surveys 52(6): 1-34, 2019. Type: Article
If you have ever wondered how the Internet of Things (IoT)--the interconnection of physical and virtual things through existing and evolving communication technologies--might benefit from blockchain and other distributed ledger technolog...
Mar 22 2021
Orchestrating big data analysis workflows in the cloud: research challenges, survey, and future directions
Barika M., Garg S., Zomaya A., Wang L., Moorsel A., Ranjan R. ACM Computing Surveys 52(5): 1-41, 2019. Type: Article
When processing different big data workflows, many new and (so far) unknown patterns and performance requirements are visible. We are forced to search new processing models and management techniques that can support the design of different aspects...
Mar 2 2021
A survey of tool-supported assurance case assessment techniques
Maksimov M., Kokaly S., Chechik M. ACM Computing Surveys 52(5): 1-34, 2019. Type: Article
Assurance case assessment techniques find application in the study of complex system reliability and safety, for example, nuclear reactors, energy systems, aircraft, and so on....
Mar 1 2021
A systematic review on cloud testing
Bertolino A., Angelis G., Gallego M., García B., Gortázar F., Lonetti F., Marchetti E. ACM Computing Surveys 52(5): 1-42, 2019. Type: Article
In this survey paper, using over 150 selected articles between 2012 and 2017, the authors develop a framework to classify cloud testing research and to identify research trends and gaps in this area. The authors define six primary motivating categ...
Jan 28 2021
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