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User-Interfaces for Incremental Recipient and Response Time Predictions in Asynchronous Messaging

Published: 29 March 2015 Publication History

Abstract

We have created a new set of existing and novel predictive user-interfaces for exchanging messages in asynchronous collaborative systems such as email and internet communities. These interfaces support predictions of tags, hierarchical recipients, and message response times. The predictions are made incrementally, as messages are composed, and are offered to both senders and receivers of messages. The user interfaces are implemented by a test-bed that also supports experiments to evaluate them. It can automate the actions of the collaborators with whom a subject exchanges messages, replay user actions, and gather and display effort and correctness metrics related to these predictions. The collaborator actions and predictions are specified using a declarative mechanism. A video demonstration of this work is available at http://youtu.be/NJt9Rfqb1ko.

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References

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Arunapuram, P., J. Bartel, and P. Dewan. Distribution, Correlation and Prediction of Response Times in Stack Overflow. in 10th IEEE CollaborateCom (International Conference on Collaborative Computing: Networking, Applications and Worksharing). 2014. Miami, Florida: IEEE.
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Bartel, J. and P. Dewan. Towards Hierarchical Email Recipient Prediction. in Proc. CollaborateCom. 2012. Pittsburgh: IEEE Press.
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Ghobrial, A., J. Bartel, and P. Dewan. Towards Composable Prediction of Contact Groups. in 10th IEEE CollaborateCom (International Conference on Collaborative Computing: Networking, Applications and Worksharing). 2014. Miami, Florida: IEEE.
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Roth, M., A. Ben-David, D. Deutscher, G. Flysher, I. Horn, A. Leichtberg, N. Leiser, Y. Matias, and R. Merom. Suggesting Friends Using the Implicit Social Graph. in Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining. 2010.
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  • (2015)A Test-Bed for Generating Social Graphs and Recommending Named Groups from EmailProceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 201510.1145/2808797.2808800(745-748)Online publication date: 25-Aug-2015

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  1. User-Interfaces for Incremental Recipient and Response Time Predictions in Asynchronous Messaging

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    cover image ACM Conferences
    IUI '15 Companion: Companion Proceedings of the 20th International Conference on Intelligent User Interfaces
    March 2015
    164 pages
    ISBN:9781450333085
    DOI:10.1145/2732158
    Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    Publication History

    Published: 29 March 2015

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    1. recommender systems

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    IUI '15 Companion Paper Acceptance Rate 47 of 205 submissions, 23%;
    Overall Acceptance Rate 746 of 2,811 submissions, 27%

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    • (2015)A Test-Bed for Generating Social Graphs and Recommending Named Groups from EmailProceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 201510.1145/2808797.2808800(745-748)Online publication date: 25-Aug-2015

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