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People's Interactions with Cognitive Assistants for Enhanced View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by ScholarSpace at University of Hawai'i at Manoa Proceedings of the 51st Hawaii International Conference on System Sciences j 2018 People’s Interactions with Cognitive Assistants for Enhanced Performances Md Abul Kalam Siddike Jim Spohrer Haluk Demirkan Japan Advanced Institute of IBM Research University of Washington- Science and Technology [email protected] Tacoma [email protected] [email protected] Youji Kohda Japan Advanced Institute of Science and Technology [email protected] Abstract When cognitive computing enabled smart CAs can provide people high-quality computers are growing in our daily lives, there are not recommendations and help them make better data many studies that explain how people interact and driven decisions [4]. People problem solving utilize these solutions, and the impact of these smart capabilities significantly augmented by the interaction machines to people’s performance to do things. In this of people and CAs [24] [26]. Cognitive computing and paper, a theoretical framework for boosting people’s sensor technologies have begun to emerge to augment performance using cognitive assistants (CAs) was and scale the capabilities of people in specific ways developed and explained using the data analysis from [11] [16]. Smart machines can potentially progress 15 interviews. The results show that people interaction from cognitive tools to assistants to collaborators to with CAs enhance their levels of cognition and coaches, and be perceived differently depending on the intelligence that help them to enhance their role that they play in a service system [21]. capabilities. Enhanced capabilities help people to People have limited life spans and limited cognitive enhance their performance. capabilities, suffering from “bounded rationality” in decision making [20]. As knowledge accumulates in society, Jones [10] identified the condition known as 1. Introduction the “knowledge burden”. In addition, there is a “half- life of knowledge” in any innovation oriented society There is no doubt that computers are increasingly [1]. Furthermore, today people flooded with data, capable of doing things that make humans more information and knowledge [2] [14] [31]. To address knowledgeable and productive. Today smart machines some of these challenges, researchers have been are able to recognize patterns, perform rule-based working on “knowledge factories” known for teaching analysis from very large amounts of data, solve both (learning), discovery (research) and application of structured and unstructured problems, recognize voices, knowledge (entrepreneurship and policy making) [29]. process natural language, learn, and interact with other People also focus on acquiring special type of computers and humans. knowledge from experience and a sense of humor to Apple’s Siri, Google’s Now, Amazon’s Echo, cope with life’s challenges. When data is growing IBM’s Watson (Figure 1) and many other smart exponentially, people need more resilient and machines, cognitive tools, are beginning to reach a sustainable approaches to address those challenging level of utility that provide a foundation for a new problems. Today for example, cognitive computing generation of assistants, cognitive assistants (CAs) [24]. have begun to emerge to augment and scale the CAs are new decision support tools that are able to capabilities of people in specific ways [11] [16]. With augment human capabilities and expertise [21] [28] cognitive assistants, people has an opportunity to [30]. analyze large amount of data very fast, and make much more efficient, effective and accurate decisions. The main motivation of this paper laid down by Douglas Engelbart, an American engineer, and an early computer and Internet pioneer who invented the computer mouse, urged people to work quickly “to augment human intellect and address complex, urgent Figure 1. Cognitive assistants problems” [6]. Technology and organizations are two URI: http://hdl.handle.net/10125/50092 Page 1640 ISBN: 978-0-9981331-1-9 (CC BY-NC-ND 4.0) instruments that people have developed to augment shows up working on their version of an intelligent their intellect in order to enhance their performance personal assistant. When the list of cognitive assistants [15]. Enhancing human performance means enhancing in the market is growing exponentially every day human abilities to achieve goals both individually and (Table 1), there are not many studies that explain how collectively through the convergence of technologies. people interact with these smart machines and how Enhancing human performance also hold the promise people’s abilities and capabilities are enhanced. Table to make people healthier, wealthier, and wiser as well 2 shows features of some CAs. as to make business more responsive, resilient, and The purpose of this paper is to understand people’s adaptive [22]. interactions with smart machines, and to develop a framework to boost people’s performance through the Table 1. Sample list of cognitive assistants interaction with cognitive assistants. Apple Siri and Talk The rest of the paper is organized as following. The Amazon’s Alexa next section provides more details on cognitive IBM Watson assistants and how they work. Section 3 describes the Google’s Now, Brain, AplhaGo proposed framework that explains how people’s Microsoft’s Adam, Braina & Cortana performance can be increased with CAs. In the section Chinese Baidu’s Minwa 4, we explain our research methodology further. We Samsung's S Voice conclude with implications of this research to practice LG's Voice Mate and possible future projects. BlackBerry's Assistant SILVIA HTC's Hidi 2. Cognitive Assistants (CAs) Facebook’s M Nuance’s Vlingo CAs are emerging decision support tools. They are AIVC (Artificial Intelligence Venture Capital) able to augment human capabilities and expertise by Skyvi understanding the environment around us with a depth IRIS (The Artificial Intelligence that reads science) and clarity [21] [28] [30]. Enabled by large data sets Anki's Cozmo and speedy computers, CAs can provide people with Everfriend high-quality recommendations and can help them make Evi better data driven decision [4]. People problem solving Alme capabilities can be significantly augmented by the Viv interaction of people and CAs [24] [26]. CAs could be Wolfram Alpha different formats such as speech (conversational Saffron 10 agents), typing, and gestures (real-robots), and they can Vicarious Cognitive assistants have potentials to improve the augment the cognitive and social capabilities of people. efficiency and effectiveness of people’s decisions. CAs Today most cognitive computing and sensor technologies have begun to emerge to augment and work via: scale the capabilities of people in specific ways [11] Text (online chat), especially in an instant messaging [16]. Cognitive systems can potentially progress from app or other app tools to assistants to collaborators to coaches and be Voice, for example with Amazon Alexa on the perceived differently depend on the role that they play Amazon Echo device, or Siri on an iPhone in a service system (Table 2). By taking and/or uploading images, as in the case of To be people-centered, this progression requires Samsung Bixby on the Samsung Galaxy S8 that cognitive systems recursively acquire more Some of them are accessible via multiple methods, advance models of their users in order to develop such as Google Assistant via chat on the Google Allo expert cognitive and social capabilities. Eventually, app and via voice on Google Home smart speakers. CAs will exist for all types of occupations and societal Virtual assistants use natural language processing to roles in service systems—and this will be the dawn of match user text or voice input to executable commands. the era of smart, people-centered service systems. The Many continually learn using artificial intelligence 1 ownership of cognitive systems and the personal data techniques including machine learning . on which they will operate— as they build user More and more companies are working on models— will become an active area of legislation in cognitive assistants – and each month a new company coming years, as companies that produce intelligent personal assistants seek to monetize fully the benefits 1https://en.wikipedia.org/wiki/Virtual_assistant_(artificial_intelligen they create for customers. ce) Page 1641 Table 2: Features of some CAs Name of CAs Functionalities Platforms used by CAs Siri can help get things done—like -sending messages, placing calls, and making dinner reservations -show the best route home -Apple’s platform Apple Siri -set alarm and ask questions -Wikipedia -user voice be the remote control for connected -Yelp products -can be tuned in the world working with Wikipedia, Yelp and other online service for getting more answers -Watson Engagement Advisor interacts with customers, listens to questions and offers solutions -Watson Explorer accesses and analyzes structure and unstructured content -Watson Discovery Adviser makes connections and draws relationships between data for everyone’s IBM Watson activities IBM Bluemix -Watson Oncology analyzes a patient’s medical information against a vast array of data and expertise to provide evidence-based treatment -Watson for Clinical Trail Matching enhances clinicians’ ability to more easily find the potential list of clinical traits. -answering questions, make recommendations,
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