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Next and next new POI recommendation via latent behavior pattern inference
Li X., Han D., He J., Liao L., Wang M. ACM Transactions on Information Systems 37(4): 1-28, 2019. Type: Article
The objective of a recommender system is to suggest relevant items or preferences to users. Similar to other recommendations, for example, for products, movies or books, point-of-interest (POI) recommendations can help travelers and tourists find ...
Jan 25 2022
Incorporating system-level objectives into recommender systems
Abdollahpouri H. WWW 2019 (Companion Proceedings of the 2019 World Wide Web Conference, San Francisco, CA, May 13-17, 2019) 2-6, 2019. Type: Proceedings
This paper proposes and evaluates two algorithms for recommendation systems. Most recommendation systems concentrate on optimizing one primary metric, for example, the advantage of a consumer purchasing an item or minimizing the cost of operations...
Jan 20 2022
Integrating runtime data with development data to monitor external quality: challenges from practice
Aghabayli A., Pfahl D., Martínez-Fernández S., Trendowicz A. SQUADE 2019 (Proceedings of the 2nd ACM SIGSOFT International Workshop on Software Qualities and Their Dependencies, Tallinn, Estonia, Aug 26, 2019) 20-26, 2019. Type: Proceedings
Aghabayli et al. describe a case study that integrates “software runtime data with development data in order to understand and predict” whether or not problems that occur “during the use of the software (external quality)” ...
Jan 18 2022
Distributed joins and data placement for minimal network traffic
Polychroniou O., Zhang W., Ross K. ACM Transactions on Database Systems 43(3): 1-45, 2018. Type: Article
This paper introduces the track join algorithm, which greatly reduces the network traffic and total execution time of join queries between distributed database tables. Even fast hardware still struggles with large datasets. Reducing communication ...
Jan 13 2022
Web log analysis: a review of a decade of studies about information acquisition, inspection and interpretation of user interaction
Agosti M., Crivellari F., Di Nunzio G. Data Mining and Knowledge Discovery 24(3): 663-696, 2020. Type: Article
We are all aware that computer systems log user activity. Exactly what, if anything, is done with these logs is less clear. In this paper, Agosti et al. review log analysis research over the past ten years to trace the state of the art in analyzin...
Jan 11 2022
Cognitive Internet of Things: frameworks, tools and applications
Lu H., Springer International Publishing, New York, NY, 2019. 522 pp. Type: Book (978-3-030049-45-4)
The introduction to this book cites its aim:...
Jan 7 2022
Ludics: play as humanistic inquiry
Rapti V., Gordon E., Palgrave Macmillan, Singapore, 2021. 495 pp. Type: Book (978-9-811574-34-4)
This book is a collection of 20 essays on the philosophy and sociology of games and play. Lest this sound a little too arcane, I would point out that this is obviously relevant to the design of video games of all kinds. And it can help us understa...
Jan 4 2022
People, ideas, milestones: a scientometric study of computational thinking
Saqr M., Ng K., Oyelere S., Tedre M. ACM Transactions on Computing Education (TOCE) 3(21): 1-17, 2021. Type: Article
The fascinating debate over the definition, scope, tools, and environments for advocating computational thinking (CT) promotes interdisciplinary educational collaborations and discoveries among scientists worldwide. But what should innovative advo...
Dec 30 2021
A brief history of computing (3rd ed.)
O’Regan G., Springer International Publishing, New York, NY, 2021. 384 pp. Type: Book (978-3-030665-98-2)
The first four chapters of
A brief history of computing
are similar to what is usually described in the history section of an introductory computer science (CS) textbook: everything from ancient civilizations like Egypt to Turing and the ...
Dec 28 2021
DevOps in Python: infrastructure as Python
Zadka M., Apress, New York, NY, 2019. 188 pp. Type: Book (978-1-484244-32-6)
DevOps is a hot topic in software engineering these days, and Python is one of the most popular programming languages in the world. What could be better than a pithy book combining the two? Well, that is exactly what Moshe Zadka, a long-time op...
Dec 23 2021
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