SCI-FII: Speculative conversational interface framework for incremental inference on modularized services

Jinho Lee, Inseok Hwang, Thomas Hubregtsen, Anne E. Gattiker, Christopher M. Durham

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

We propose Sci-Fii, a speculative conversational interface framework for incremental inference on modularized services. To build one's own conversational interface with existing business logic, cloud-based modularized services offer a suite of ready-to-use components to ease development, ensure cross-platform flexibility, and encapsulate computational complexities. However developing with the modularized services often results in a chain of discrete modules with limited inter-module data sharing, which yields unnecessarily long response times of the conversational interface, aggravates user experiences, and eventually harms user retention. Sci-Fii offers a uniform framework that enables existing serviced modules to benefit from intermediate data and early parallel execution. Transparent to developers, Sci-Fii helps the end-to-end conversational interface system work fluidly and exhibit faster and more natural response times.

Original languageEnglish
Title of host publicationProceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages278-285
Number of pages8
ISBN (Electronic)9781538639320
DOIs
Publication statusPublished - 2017 Jun 29
Event18th IEEE International Conference on Mobile Data Management, MDM 2017 - Daejeon, Korea, Republic of
Duration: 2017 May 292017 Jun 1

Publication series

NameProceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017

Conference

Conference18th IEEE International Conference on Mobile Data Management, MDM 2017
CountryKorea, Republic of
CityDaejeon
Period17/5/2917/6/1

Fingerprint

User interfaces
Computational complexity
Industry
Incremental
Inference
Module
Response time

All Science Journal Classification (ASJC) codes

  • Hardware and Architecture
  • Computer Networks and Communications
  • Information Systems and Management

Cite this

Lee, J., Hwang, I., Hubregtsen, T., Gattiker, A. E., & Durham, C. M. (2017). SCI-FII: Speculative conversational interface framework for incremental inference on modularized services. In Proceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017 (pp. 278-285). [7962463] (Proceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MDM.2017.45
Lee, Jinho ; Hwang, Inseok ; Hubregtsen, Thomas ; Gattiker, Anne E. ; Durham, Christopher M. / SCI-FII : Speculative conversational interface framework for incremental inference on modularized services. Proceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 278-285 (Proceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017).
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Lee, J, Hwang, I, Hubregtsen, T, Gattiker, AE & Durham, CM 2017, SCI-FII: Speculative conversational interface framework for incremental inference on modularized services. in Proceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017., 7962463, Proceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017, Institute of Electrical and Electronics Engineers Inc., pp. 278-285, 18th IEEE International Conference on Mobile Data Management, MDM 2017, Daejeon, Korea, Republic of, 17/5/29. https://doi.org/10.1109/MDM.2017.45

SCI-FII : Speculative conversational interface framework for incremental inference on modularized services. / Lee, Jinho; Hwang, Inseok; Hubregtsen, Thomas; Gattiker, Anne E.; Durham, Christopher M.

Proceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 278-285 7962463 (Proceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Lee J, Hwang I, Hubregtsen T, Gattiker AE, Durham CM. SCI-FII: Speculative conversational interface framework for incremental inference on modularized services. In Proceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 278-285. 7962463. (Proceedings - 18th IEEE International Conference on Mobile Data Management, MDM 2017). https://doi.org/10.1109/MDM.2017.45