Exploring Smart Agents for the Interaction with Multimodal Mediated Environments

被引:3
作者
Richer, Robert [1 ]
Zhao, Nan [2 ]
Eskofier, Bjoern M. [1 ]
Paradiso, Joseph A. [2 ]
机构
[1] Friedrich Alexander Univ Erlangen Nurnberg FAU, Dept Comp Sci, Machine Learning & Data Analyt Lab, Carl Thiersch Str 2b, D-91052 Erlangen, Germany
[2] MIT, Media Lab, Respons Environm Grp, 75 Amherst St, Cambridge, MA 02139 USA
关键词
ubiquitous computing; smart office; conversational agents; smart agents; chatbot; human-computer interaction; adaptive environments; multimodal interaction; mediated atmospheres; INFORMATION;
D O I
10.3390/mti4020027
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
After conversational agents have been made available to the broader public, we speculate that applying them as a mediator for adaptive environments reduces control complexity and increases user experience by providing a more natural interaction. We implemented and tested four agents, each of them differing in their system intelligence and input modality, as personal assistants for Mediated Atmospheres, an adaptive smart office prototype. They were evaluated in a user study (N = 33) to collect subjective and objective measures. Results showed that a smartphone application was the most favorable system, followed by conversational text and voice agents that were perceived as being more engaging and intelligent than a non-conversational voice agent. Significant differences were observed between native and non-native speakers in both subjective and objective measures. Our findings reveal the potential of conversational agents for the interaction with adaptive environments to reduce work and information overload.
引用
收藏
页码:1 / 18
页数:18
相关论文
共 56 条
  • [1] Abras S., 2008, INFORM CONTROL AUTOM, V15, P59, DOI DOI 10.1007/978-3-540-79142-3_6
  • [2] Tariff Agent: Interacting with a Future Smart Energy System at Home
    Alan, Alper T.
    Costanza, Enrico
    Ramchurn, Sarvapali D.
    Fischer, Joel
    Rodden, Tom
    Jennings, Nicholas R.
    [J]. ACM TRANSACTIONS ON COMPUTER-HUMAN INTERACTION, 2016, 23 (04)
  • [3] Energy efficient control of polychromatic solid-state lighting using a sensor network
    Aldrich, Matthew
    Zhao, Nan
    Paradiso, Joseph
    [J]. TENTH INTERNATIONAL CONFERENCE ON SOLID STATE LIGHTING, 2010, 7784
  • [4] Beyond Self-Report: Tools to Compare Estimated and Real-World Smartphone Use
    Andrews, Sally
    Ellis, David A.
    Shaw, Heather
    Piwek, Lukasz
    [J]. PLOS ONE, 2015, 10 (10):
  • [5] [Anonymous], 2010, INTERNET THINGS
  • [6] [Anonymous], 1998, C HUMAN FACTORS COMP
  • [7] Bagci F., 2003, P UBISYS WORKSHOP 5, P12
  • [8] Brennan S., 1990, ART HUMAN COMPUTER I
  • [9] Brooke J., 1996, USABILITY EVALUATION, V189, DOI DOI 10.1201/9781498710411-35
  • [10] Chen N.H., 2013, SPIE OPTICAL ENG APP, P883507