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Humanized Recommender Systems: State-of-the-art and Research Issues
Psychological factors such as personality, emotions, social connections, and decision biases can significantly affect the outcome of a decision process. These factors are also prevalent in the existing literature related to the inclusion of psychological ...
Emerging ExG-based NUI Inputs in Extended Realities: A Bottom-up Survey
Incremental and quantitative improvements of two-way interactions with extended realities (XR) are contributing toward a qualitative leap into a state of XR ecosystems being efficient, user-friendly, and widely adopted. However, there are multiple ...
Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making
- Yolanda Gil,
- Daniel Garijo,
- Deborah Khider,
- Craig A. Knoblock,
- Varun Ratnakar,
- Maximiliano Osorio,
- Hernán Vargas,
- Minh Pham,
- Jay Pujara,
- Basel Shbita,
- Binh Vu,
- Yao-Yi Chiang,
- Dan Feldman,
- Yijun Lin,
- Hayley Song,
- Vipin Kumar,
- Ankush Khandelwal,
- Michael Steinbach,
- Kshitij Tayal,
- Shaoming Xu,
- Suzanne A. Pierce,
- Lissa Pearson,
- Daniel Hardesty-Lewis,
- Ewa Deelman,
- Rafael Ferreira Da Silva,
- Rajiv Mayani,
- Armen R. Kemanian,
- Yuning Shi,
- Lorne Leonard,
- Scott Peckham,
- Maria Stoica,
- Kelly Cobourn,
- Zeya Zhang,
- Christopher Duffy,
- Lele Shu
Major societal and environmental challenges involve complex systems that have diverse multi-scale interacting processes. Consider, for example, how droughts and water reserves affect crop production and how agriculture and industrial needs affect water ...
Expressive Cognitive Architecture for a Curious Social Robot
- Maor Rosenberg,
- Hae Won Park,
- Rinat Rosenberg-Kima,
- Safinah Ali,
- Anastasia K. Ostrowski,
- Cynthia Breazeal,
- Goren Gordon
Artificial curiosity, based on developmental psychology concepts wherein an agent attempts to maximize its learning progress, has gained much attention in recent years. Similarly, social robots are slowly integrating into our daily lives, in schools, ...
Understanding, Discovering, and Mitigating Habitual Smartphone Use in Young Adults
People, especially young adults, often use their smartphones out of habit: They compulsively browse social networks, check emails, and play video-games with little or no awareness at all. While previous studies analyzed this phenomena qualitatively, e.g., ...
Predicting Visual Search Task Success from Eye Gaze Data as a Basis for User-Adaptive Information Visualization Systems
Information visualizations are an efficient means to support the users in understanding large amounts of complex, interconnected data; user comprehension, however, depends on individual factors such as their cognitive abilities. The research literature ...
Socially Aware Navigation: A Non-linear Multi-objective Optimization Approach
Mobile robots are increasingly populating homes, hospitals, shopping malls, factory floors, and other human environments. Human society has social norms that people mutually accept; obeying these norms is an essential signal that someone is participating ...
Photo Sequences of Varying Emotion: Optimization with a Valence-Arousal Annotated Dataset
Synthesizing photo products such as photo strips and slideshows using a database of images is a time-consuming and tedious process that requires significant manual work. To overcome this limitation, we developed a method that automatically synthesizes ...