Josh Andres

Bio: Josh Andres is an academic researcher from IBM. The author has contributed to research in topics: Computer science & Human–computer interaction. The author has an hindex of 10, co-authored 39 publications receiving 279 citations. Previous affiliations of Josh Andres include RMIT University & Monash University.

Experiencing the Body as Play

Abstract: Games research in HCI is continually interested in the human body. However, recent work suggests that the field has only begun to understand how to design bodily games. We propose that the games research field is advancing from playing with digital content using a keyboard, to using bodies to play with digital content, towards a future where we experience our bodies as digital play. To guide designers interested in supporting players to experience their bodies as play, we present two phenomenological perspectives on the human body (Korper and Leib) and articulate a suite of design tactics using our own and other people's work. We hope with this paper, we are able to help designers embrace the point that we both "have" a body and "are" a body, thereby aiding the facilitation of the many benefits of engaging the human body through games and play, and ultimately contributing to a more humanized technological future.

Towards Designing Bodily Integrated Play

Abstract: There is an increasing trend in utilizing interactive technology for bodily integrations, such as additional limbs and ingestibles. Prior work on bodily integrated systems mostly examined them from a productivity perspective. In this article, we suggest examining this trend also from an experiential, playful perspective, as we believe that these systems offer novel opportunities to engage the human body through play. Hence, we propose that there is an opportunity to design "bodily integrated play". By relating to our own and other's work, we present an initial set of design strategies for bodily integrated play, aiming to inform designers on how they can engage with such systems to facilitate playful experiences, so that ultimately, people will profit from bodily play's many physical and mental wellbeing benefits even in a future where machine and human converge.

Neo-Noumena: Augmenting Emotion Communication

Abstract: The subjective experience of emotion is notoriously difficult to interpersonally communicate. We believe that technology can challenge this notion through the design of neuroresponsive systems for interpersonal communication. We explore this through "Neo-Noumena", a communicative neuroresponsive system that uses brain-computer interfacing and artificial intelligence to read one's emotional states and dynamically represent them to others in mixed reality through two head-mounted displays. In our study five participant pairs were given Neo-Noumena for three days, using the system freely. Measures of emotional competence demonstrated a statistically significant increase in participants' ability to interpersonally regulate emotions. Furthermore, participant interviews revealed themes regarding Spatiotemporal Actualization, Objective Representation, and Preternatural Transmission. We also suggest design strategies for future augmented emotion communication systems. We intend that work gives guidance towards a future in which our ability to interpersonally communicate emotion is augmented beyond traditional experience.

AutoAIViz: opening the blackbox of automated artificial intelligence with conditional parallel coordinates

Abstract: Artificial Intelligence (AI) can now automate the algorithm selection, feature engineering, and hyperparameter tuning steps in a machine learning workflow. Commonly known as AutoML or AutoAI, these technologies aim to relieve data scientists from the tedious manual work. However, today's AutoAI systems often present only limited to no information about the process of how they select and generate model results. Thus, users often do not understand the process, neither do they trust the outputs. In this short paper, we provide a first user evaluation by 10 data scientists of an experimental system, AutoAIViz, that aims to visualize AutoAI's model generation process. We find that the proposed system helps users to complete the data science tasks, and increases their understanding, toward the goal of increasing trust in the AutoAI system.

"I had super-powers when eBike riding" Towards Understanding the Design of Integrated Exertion

Abstract: The intersection of the physically active human body and technology to support it is in the limelight in HCI. Prior work mostly supports exertion by offering sensed digital information about the exertion activity. We focus on supporting exertion during the activity through sensing and actuation, facilitating the exerting body and the bike to act on and react to each other in what we called 'integrated exertion'. We draw on our experiences of designing and studying "Ava, the eBike", an augmented eBike that draws from the exerting user's bodily posture to actuate. As a result, we offer four design themes for designers to analyze integrated exertion experiences: Interacting with Ava, Experiencing Ava, Reduced Body Control Over Ava and Ava's Technology. And also, seven practical tactics to support designers in exploring integrated exertion. Our work on integrated exertion contributes to engaging in new ways with the physically active human body.

The past is a foreign country.

Abstract: 'When I was your age,' my father was fond of telling me, 'I used to walk 5 miles through a foot of snow just to go to school.' I was impressed for a while, until I noticed that, as he got older, the distance got longer and the snow got deeper. Eventually, he claimed to have walked 20 miles through 6 feet of snow. I became even more suspicious when I found out from my grandmother that they had lived three blocks from school. In an age of school buses and car-pooling parents, such stories, whether believable or not, conjure up visions of a world almost beyond the imaginations of today's children. I was reminded of that today by an email from my friend and Brandeis colleague Tom Pochapsky, who directed my attention to a fascinating article on the website of Beloit College (http://www.beloit.edu/mindset/2014.php). Each August since 1998, Beloit College has released the Beloit College Mindset List, which provides a look at the cultural background of the students entering college that fall. The creation of Beloit's Keefer Professor of the Humanities Tom McBride and former Public Affairs Director Ron Nief, it was originally created as a reminder to the Beloit faculty to be aware of dated references. As the website notes, 'it quickly became a catalog of the rapidly changing worldview of each new generation.' So what's the worldview of the class of 2014? According to the latest list, here are a few of the things these 18-year-olds, born in 1992, have experienced - and not experienced: • Few in the class know how to write in cursive. • They find that email is just too slow, and they seldom if ever use snail mail. They text. Oh, God, do they text. • To them, Clint Eastwood is better known as a sensitive film director than as vigilante cop Dirty Harry. • For them, Korean cars have always been a staple on American highways. • They've never recognized that pointing to their wrists was a request for the time of day. • In their world, Czechoslovakia has never existed. There was no Berlin Wall, the Iron Curtain is a meaningless phrase, and Russia has never had a Communist government. • There has never been a world without AIDS. • The Beatles and the Rolling Stones are classical music. • Toothpaste tubes have always stood up on their caps. • There have always been women priests in the Anglican Church. • Having hundreds of cable channels but nothing good to watch has always been the norm. • The US public has never approved of the job the US Congress is doing. • Most of them have never seen a long-playing record, or even a tape drive. If they have ever seen a typewriter, it was in a museum, possibly alongside a dial telephone. • They have never lived in a world without personal computers, the Internet, CD-ROMs or laser printers. There are, of course, many things they have experienced that we also experienced at the same age. Among these are automobiles, jet airplanes, color television sets, and the Chicago Cubs not having won the World Series. Another commonality has been the enduring hostility between the English and the French. But they couldn't imagine life without PopTarts, juice boxes, and movies you can have on your home TV, and they have no idea how we could have survived in a world that required carbon paper. All of which got me wondering: what would the scientific worldview be like for someone, let's say, just starting graduate school today (and therefore about 22 years of age)? Born in 1988, how would their scientific lives differ from the lives of the generations preceding them (including mine, which is the only one I really care about)? It makes for some interesting speculation: • For today's budding biologists, DNA fingerprinting would have always existed. Actual fingerprinting would have been a recent invention, used primarily to secure laptop computers. • Protein crystal structure determination would for them never be anything but a routine tool. • Molecular biology would never have been a discipline in its own right. Instead, it would always have been a set of techniques, introduced to students in better high schools. • They cannot imagine a world without kits to make experiments virtually automatic. • Since the first free-living organism had its genome sequenced when they were 7 years old, they have grown up in the age of genomics. They have had access to the complete sequence of the human genome since they were in middle school. • They have never attended a lecture given with slides from a carousel projector, and they may not have ever seen one given from overhead transparencies either. PowerPoint has been in use for virtually their entire lives. • In their lifetime, no one has ever pipetted anything by mouth. • DNA sequencing, peptide synthesis, chemical analysis, and gene synthesis have always been farmed out to specialty companies rather than done in one's own lab. • They have almost certainly never seen anyone blow glass. In fact, many of them may not know that test tubes were ever made of anything but plastic. • They have always had the option of going into the biotechnology industry. • The term 'enzyme' has always referred to both protein and RNA. • Evolution has always been under attack, and science and religion have largely been seen as incompatible. • There have always been 'big science' projects in biology. • Chemistry has always been a declining field in terms of student interest, and physics has always been the province of a small number of practitioners. • Believe it or not, they have never known a world without cDNA microarrays. • For them, 'Xerox' is a verb, Polaroid makes LCD TVs, and every piece of equipment is computer-controlled. • They have never requested a reprint. They probably don't know what one is. • They believe that no science was done before 2000. Any science not indexed on PubMed was not done either, even if it was done yesterday. • They cannot imagine that there once was only a single Cell journal, and just one Nature as well. I'm sure you could think of lots more. I know I could, but we had 10 feet of snow last night, and that 50-mile walk to school is going to take me a while.

Conditions and effects of improving emotional competence in adulthood

Abstract: This study aimed to investigate (a) whether it is possible to increase emotional competence (EC) in adulthood; (b) whether this improvement results in better mental, physical, and social adjustment; (c) whether this improvement can be maintained 1 year later; and (d) whether these benefits are accompanied by a reduction in stress-hormone secretion (i.e., cortisol). One hundred and thirty-two participants were randomly assigned to an EC-enhancing intervention (in group format) or to a control group. Participants in the intervention group underwent a specifically designed 15-hr intervention targeting the 5 core emotional competencies, complemented with a 4-week e-mail follow-up. Results reveal that the level of emotional competencies increased significantly in the intervention group in contrast with the control group. This increase resulted in lower cortisol secretion, enhanced subjective and physical well-being, as well as improved quality of social and marital relationships in the intervention group. No significant change occurred in the control group. Peer reports on EC and quality of relationships confirmed these results. These data suggest that emotional competencies can be improved, with effective benefits on personal and interpersonal functioning lasting for at least 1 year. The theoretical implications of these results as well as their practical implications for the construction and the development of effective emotional competencies interventions are discussed.

How do Data Science Workers Collaborate? Roles, Workflows, and Tools

Abstract: Today, the prominence of data science within organizations has given rise to teams of data science workers collaborating on extracting insights from data, as opposed to individual data scientists working alone. However, we still lack a deep understanding of how data science workers collaborate in practice. In this work, we conducted an online survey with 183 participants who work in various aspects of data science. We focused on their reported interactions with each other (e.g., managers with engineers) and with different tools (e.g., Jupyter Notebook). We found that data science teams are extremely collaborative and work with a variety of stakeholders and tools during the six common steps of a data science workflow (e.g., clean data and train model). We also found that the collaborative practices workers employ, such as documentation, vary according to the kinds of tools they use. Based on these findings, we discuss design implications for supporting data science team collaborations and future research directions.

Strengthening gamification studies: Current trends and future opportunities of gamification research

Abstract: Gamification is now a well-established technique in Human-Computer Interaction. However, research on gamification still faces a variety of empirical and theoretical challenges. Firstly, studies of gamified systems typically focus narrowly on understanding individuals. short-term interactions with the system, ignoring more difficult to measure outcomes. Secondly, academic research on gamification has been slow to improve the techniques through which gamified applications are designed. Third, current gamification research lacks a critical lens capable of exploring unintended consequences of designs. The 14 articles published in this special issue face these challenges with great methodological rigor. We summarize them by identifying three main themes: the determination to improve the quality and usefulness of theory in the field of gamification, the improvements in design practice, and the adoption of a critical gaze to uncover side-effects of gamification designs. We conclude by providing an overview of the questions that we feel must be addressed by future work in gamification. Gamification studies would benefit from a wider use of theories to account for the complexity of human behavior, a more thorough exploration of the many opportunities coming from the world of games, and an ethical reflection on the use of game design elements in serious domains.