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Investigating Visitor Engagement in Interactive Science Museum Exhibits with Multimodal Bayesian Hierarchical Models [chapter]

Andrew Emerson, Nathan Henderson, Jonathan Rowe, Wookhee Min, Seung Lee, James Minogue, James Lester
2020 Lecture Notes in Computer Science  
In this paper, we introduce a Bayesian hierarchical modeling framework for predicting learner engagement with Future Worlds, a tabletop science exhibit for environmental sustainability.  ...  affect how visitors interact with museum exhibits.  ...  The authors would like to thank the staff and visitors of the North Carolina Museum of Natural Sciences. This research was supported by the National Science Foundation under Grant DRL-1713545.  ... 
doi:10.1007/978-3-030-52237-7_14 fatcat:rbqw6pqbdnexpiiuyqk3lymczq

Learning to Engage with Interactive Systems: A Field Study on Deep Reinforcement Learning in a Public Museum [article]

Lingheng Meng, Daiwei Lin, Adam Francey, Rob Gorbet, Philip Beesley, Dana Kulić
2020 arXiv   pre-print
Although many advances have been made for one-to-one interactions in well controlled settings, future physical agents should be capable of interacting with humans in natural settings, including group interaction  ...  The proposed approach is implemented in an interactive sculptural system in a museum setting. We compare the learning system to a baseline using pre-scripted interactive behaviours.  ...  ACKNOWLEDGMENTS The authors would like to thank Philip Beesley Architect Inc. and the Royal Ontario Museum for allowing us to conduct research with the exhibit, Salvador Breed and 4DSOUND for developing  ... 
arXiv:1904.06764v2 fatcat:34vsnavn6jhbhis4sid2s4r7ay

Multimodal User Feedback During Adaptive Robot-Human Presentations

Agnes Axelsson, Gabriel Skantze
2022 Frontiers in Computer Science  
In this paper, we analyse multimodal feedback given by humans towards a robot that is presenting a piece of art in a shared environment, similar to a museum setting.  ...  Feedback is an essential part of all communication, and agents communicating with humans must be able to both give and receive feedback in order to ensure mutual understanding.  ...  Science class with RoboThespian: using a robot teacher to make science fun and engage students. IEEE Robot. Automat.  ... 
doi:10.3389/fcomp.2021.741148 fatcat:ys7r5asrv5dedehpz3ro3dwuoi

The analysis of embodied communicative feedback in multimodal corpora: a prerequisite for behavior simulation

Jens Allwood, Stefan Kopp, Karl Grammer, Elisabeth Ahlsén, Elisabeth Oberzaucher, Markus Koppensteiner
2007 Language Resources and Evaluation  
The corpus analysis part describes different methods and statistical procedures and discusses their applicability and the possible insights gained with these methods.  ...  Acknowledgements We thank the Ludwig Boltzmann Institute for Urban Ethology in Vienna for help with data collection and transcription, the Department of Linguistics and SSKKII Center for Cognitive Science  ...  , Göteborg University, and the ZiF Center of Interdisciplinary Research in Bielefeld/Germany.  ... 
doi:10.1007/s10579-007-9056-2 fatcat:5tz6p47yrfefncogsv6tggyiea

Pathway to Future Symbiotic Creativity [article]

Yike Guo, Qifeng Liu, Jie Chen, Wei Xue, Henrik Jensen, Fernando Rosas, Jeffrey Shaw, Xing Wu, Jiji Zhang, Jianliang Xu
2022 arXiv   pre-print
We also provide a systematic exposition of the ecosystem for AI-based symbiotic art form and community with an economic model built on NFT technology.  ...  We begin with an overview of the limitations of the Turing Artists then focus on the top two-level systems, Machine Artists, emphasizing machine-human communication in art creation.  ...  The idea is to incentivize museum curators to design blockbuster exhibitions that would attract a large number of visitors, with a broad range of demographic profiles.  ... 
arXiv:2209.02388v1 fatcat:2b6l2yklq5dn3hvxmgmatu4exi

A Metaverse: taxonomy, components, applications, and open challenges

Sang-Min Park, Young-Gab Kim
2022 IEEE Access  
With the technological development of deep learning-based high-precision recognition models and natural generation models, Metaverse is being strengthened with various factors, from mobile-based always-on  ...  access to connectivity with reality using virtual currency.  ...  Choi and Kim [45] studied how visitors experience museums by combining beacons and HMDs.  ... 
doi:10.1109/access.2021.3140175 fatcat:fnraeaz74vh33knfvhzrynesli

A Context-Aware Middleware for Context Modeling and Reasoning: A Case-Study in Smart Cultural Spaces

Konstantinos Michalakis, Yannis Christodoulou, George Caridakis, Yorghos Voutos, Phivos Mylonas
2021 Applied Sciences  
In this work, such a context-awareness middleware system is presented, which integrates a proposed context model based on the adaptation and combination of the most prominent context categorization schemata  ...  The proposed system was evaluated in a real-case-scenario cultural space, which supports preventive conservation.  ...  The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.  ... 
doi:10.3390/app11135770 fatcat:xh26qu3sizeghhlpjwjkhrjaju

7th European Federation for Primatology Meeting. 30e Colloque de la Société Francophone de Primatologie Strasbourg, France, August 21-25, 2017: Abstracts

Hélène Meunier
2017 Folia primatologica  
Meeting 83 The complex social networks and competitive interactions of primates create abundant opportunities for engaging in deceptive behaviours, fooling their adversaries by sharing dishonest information  ...  They showed deceptive behaviours especially when paired with competitors of much higher social rank but also against specific individuals, regardless of the hierarchical gap, suggesting that some individual  ...  We then tested how these indices were associated with urinary oxytocin levels following social interactions with the mother.  ... 
doi:10.1159/000479094 pmid:28768253 fatcat:w7xsevxdizc5jjrxaj2jafzox4

Advances in Social Media Research: Past, Present and Future

Kawaljeet Kaur Kapoor, Kuttimani Tamilmani, Nripendra P. Rana, Pushp Patil, Yogesh K. Dwivedi, Sridhar Nerur
2017 Information Systems Frontiers  
Kekolahti et al. (2015) use Bayesian networks to indicate the decrease in perceived importance of communication with increase in age.  ...  sms visitor university school arts cultural art celebrities Indiana kelley millennial media reserved creative film history published runners event Arts, Theatre, Films and Museums twitter followers  ... 
doi:10.1007/s10796-017-9810-y fatcat:nw5w2cxkynfztfbzzcnm6nfgy4

Error handling in multimodal voice-enabled interfaces of tour-guide robots using graphical models

Plamen Prodanov
It interacted with visitors of the Deutches Museum Bonn for 6 days.  ...  In other studies goals and subgoals are modelled using hierarchical Bayesian networks (Hong et al., 2005) .  ...  We can experiment with features using auditory modelling, like PLP and RASTA -PLP.  ... 
doi:10.5075/epfl-thesis-3581 fatcat:uz264mjixra7vl3n6f4md23fd4

On determining the color gamut of N-ink printers

Yu Wang, Carinna Parraman, Reiner Eschbach, Gabriel G. Marcu, Shoji Tominaga, Alessandro Rizzi
2009 Color Imaging XIV: Displaying, Processing, Hardcopy, and Applications  
in conjunction with the Interactive Papers session.  ...  and are available to answer questions and engage in in-depth discussions about their papers.  ...  by the Electronic Imaging Symposium will again take place in conjunction with the Interactive Papers session.  ... 
doi:10.1117/12.805925 dblp:conf/clrimg/WangP09 fatcat:ktw44chpkva6ppms7qyrzq2b5u

Affective Analysis of Abstract Paintings Using Statistical Analysis and Art Theory

Andreza Sartori
2014 Proceedings of the 16th International Conference on Multimodal Interaction - ICMI '14  
This not only would improve the visiting experience, but also would generate a new way to engage and motivate visitors.  ...  In our work, we use a multimodal approach to investigate how the title, descriptions and/or artists statement, associated with paintings can lead to a stronger model to compute affective analysis of abstract  ... 
doi:10.1145/2663204.2666289 dblp:conf/icmi/Sartori14 fatcat:nf6rzzu47zfmljlbwnrd7inmwe

Sensation transference from plateware to food: The sounds and tastes of plates

Yi-Chuan Chen, Andy T. Woods, Charles Spence
2018 The International Journal of Food Design  
There were 189 researchers from 18 different countries who presented work on a broad range of vision science. The organizing committee thank them all for their contributions.  ...  The APCV2017 organizing committees have put together a full and exciting meeting this year with over 161 presentations, including three invited keynote speech, six invited symposia, four self-organized  ...  Binocular Correlation and Matching Computations Determine Depth Perception In a Weighted Parallel Manner Acknowledgments This study was supported by the Israel Science Foundation (ISF) grant no. 1475/12  ... 
doi:10.1386/ijfd.3.1.41_1 fatcat:k6ftuwjokfbbbh6zygz5b4eowq

Message from the general chair

Benjamin C. Lee
2015 2015 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)  
We propose a joint learning model which combines pairwise classification and mention clustering with Markov logic.  ...  Learning-based Multi-Sieve Co-reference Resolution with Knowledge Lev Ratinov and Dan Roth Saturday 11:00am-11:30am -202 A (ICC) We explore the interplay of knowledge and structure in co-reference resolution  ...  After the performances, visitors may see the animals and take pictures with them.  ... 
doi:10.1109/ispass.2015.7095776 dblp:conf/ispass/Lee15 fatcat:ehbed6nl6barfgs6pzwcvwxria

Crowd-Based Cognitive Perception of the Physical World: Towards the Internet of Senses

Gianni Pasolini, Anna Guerra, Francesco Guidi, Nicolò Decarli, Davide Dardari
2020 Sensors  
In this paper, we describe how the Internet can behave like a sensing brain, thus evolving into the Internet of Senses, with network-based cognitive perception and action capabilities built upon mobile  ...  Finally, we distillate some insights about the challenges arising in the realization of the CPI, corroborated by preliminary results, and we depict a futuristic scenario where the proposed Internet of  ...  It incorporates storage and processing, as both functions must be concurrently engaged to enable the cognitive aptitude exhibited by human brains.  ... 
doi:10.3390/s20092437 pmid:32344795 fatcat:jzezkwnflvhnzhcslejle54hq4
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