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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
Understanding movement in context with heterogeneous data
Derin O., Mitra A., Stroila M., Custers B., Meulemans W., Roeloffzen M., Verbeek K. MOVE 2019 (Proceedings of the 1st ACM SIGSPATIAL International Workshop on Computing with Multifaceted Movement Data, Chicago, IL, Nov 5, 2019) 1-4, 2019. Type: Proceedings
Mobility studies on humans, vehicles, and animals involve trajectory data, which allows for location tracking over time per entity. Trajectory data can help with analyzing and understanding the location information of an entity or a crowd, the flo...
Sep 22 2021
EventAction: a visual analytics approach to explainable recommendation for event sequences
Du F., Plaisant C., Spring N., Crowley K., Shneiderman B. ACM Transactions on Interactive Intelligent Systems 9(4): 1-31, 2019. Type: Article
If tables of complex data lack sufficient visual analytics illustrations on which recommender system to use, users will go to another website for better illustrations. The more complex the analysis of similar record attributes become, the more dif...
Sep 9 2021
Quality of experience and learning in information systems
Antoniou J., Springer International Publishing, New York, NY, 2021. 110 pp. Type: Book (978-3-030525-59-0)
The primary mission of this book is to discuss the experiences (in toto) of anyone learning and using any new infonomics technology. However, that experience is viewed from several venues, that is, trust, bias in design, and personal freedom. As t...
Sep 8 2021
Law, technology and policies: a complex negotiation to generate value
Cordella A., Gualdi F. ICEEG 2019 (Proceedings of the 2019 3rd International Conference on E-commerce, E-Business and E-Government, Lyon, France, Jun 18-21, 2019) 21-28, 2019. Type: Proceedings
The profoundly worded title refers to issues that are not profoundly analyzed in the paper....
Sep 1 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
High-utility pattern mining: theory, algorithms and applications
Fournier-Viger P., Lin J., Nkambou R., Vo B., Tseng V., Springer International Publishing, New York, NY, 2019. 337 pp. Type: Book (978-3-030049-20-1)
Finding frequently occurring patterns of transactions in transactional databases, such as products that customers often purchase together, can be extremely useful in identifying bestselling products and co-promoting products. However, “frequ...
Jun 24 2021
An army of me: sockpuppets in online discussion communities
Kumar S., Cheng J., Leskovec J., Subrahmanian V. WWW 2017 (Proceedings of the 26th International World Wide Web Conference, Perth, Australia, Apr 3-7, 2017) 857-866, 2017. Type: Proceedings
Online discussion platforms have become an important part of social life. However, they may be abused, for instance, to deceive and create an illusion of public consensus or save people from being banned, or to vandalize content on platforms like ...
Jun 21 2021
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