Self-affirmation exercises have been effective in increasing many... BACKGROUND University of California at Santa Cruz, Steve Whittaker. Sravana Reddy is a researcher at Spotify working in natural language processing and machine learning. Aaron Springer is a computer science Ph.D. student at University of California Santa Cruz. Predictive Analytics Use Past Data To Predict Future Performance. Recommending Activities for Mental Health and Well-being: Insights from Two User Studies, Translation, Tracks & Data: an Algorithmic Bias Effort in Practice, Progressive disclosure: empirically motivated approaches to designing effective transparency, Enabling Effective Transparency: Towards User-Centric Intelligent Systems, Dice in the Black Box: User Experiences with an Inscrutable Algorithm, What Are You Hiding? Many bibliographic records have only author initials. This holds promise for glioblastomas (GBMs), the most common primary tumors of the adult brain, which are resistant to standard-of-care therapy. Artists may name themselves with symbols (e.g. Aaron has 5 jobs listed on their profile. View Aaron Springer’s profile on LinkedIn, the world's largest professional community. ACM is meeting this challenge, continuing to work to improve the automated merges by tweaking the weighting of the evidence in light of experience. He has a master’s degree in University of California Santa Cruz, Santa Cruz, USA 95060, Victoria Hollis. Examining student interactions in multi-step problems from Intelligent Tutoring Systems currently involves examining thousands of interactions from hundreds of students. Aaron Springer University of California, Santa Cruz Santa Cruz, CA, USA alspring@ucsc.edu Romain Takeo Bouyer Spotify New York, NY, USA romaintakeo@spotify.com ABSTRACT Potential negative outcomes of machine learning and algorithmic bias have gained deserved attention. Jason Hartford PhD Student, University of British Columbia Verified email at cs.ubc.ca. Aaron has 3 jobs listed on their profile. Human associative memory mechanisms have been implicated in the processes by which imp... Background: MHealth interventions can help to improve the physical well-being of participants. Narges Norouzi (nanorouz) (Instructor) Aaron Lais Springer (alspring) (Assistant) Dhawal Manoj Joharapurkar (djoharap) (Assistant) Class Web Page. His philanthropy benefited countless people and programs across campus. David Holtz. Using current technology, large consecutive stretches of DNA (such as whole chromosomes) are usually assembled from short … Sorry, you need to be a researcher to join ResearchGate. Aaron Springer. University of … EmotiCal is an application to automatically forecast future emotions and recommended positive activities to improve mood. Dustin Escoffery. Donald P. Green J.W. There's so much brilliance. In actuality, the algorithm responds in a random fashion. Massachusetts Institute of Technology, Cambridge, MA, USA He has a master’s degree in Aaron Springer View full-text In contrast, a few studies aimed to adapt reminders and alerts by sending an email or SMS text message or making a phone call [24,48,50]. The more conservative the merging algorithms, the more bits of evidence are required before a merge is made, resulting in greater precision but lower recall of works for a given Author Profile. Implementation intentions are mental representations of simple plans to translate goal intentions into behavior under specific conditions. If you are the instructor of a course that was previously recorded and would like that course to be made available, please contact us at webcast@ucsc.edu.We have recordings since fall 2017. Aaron Springer (alspring@ucsc.edu) Yi Yin (yyin15@ucsc.edu) Devashish Purandare (dpuranda@ucsc.edu) TA Office Hours Chandranil - Thursday 2pm-3 (Engineering 2 room 392) Aaron - Friday 11am-noon (Engineering 2 room 375) Yi - Wednesday 1:30pm-2:30 (Engineering 2 2nd floor (sunny corridor) - outside room 298) Devashish - Wednesday 5:30pm-6:30 (Baskin Engineering room 121) Lab … Potential negative outcomes of machine learning and algorithmic bias have gained deserved attention. In contrast, we explore empirical user-centric methods to better understand user reactions to transparent systems. Course Website View Aaron Springer’s profile on LinkedIn, the world’s largest professional community. Often, transparency is proposed as a solution or step in the right direction. Prior work has often taken a technocentric approach to transparency. Course Website JACK BASKIN (1919-2020) In Memoriam. The system is highly tailored to getting help fast and efficiently from classmates, the TA, and myself. University of California at Santa Cruz, Artie Konrad. University students and faculty, institute members, and independent researchers, Technology or product developers, R&D specialists, and government or NGO employees in scientific roles, Health care professionals, including clinical researchers, Journalists, citizen scientists, or anyone interested in reading and discovering research. Please see Requesting Representation for more information. Instructors and Assistants. alspring@ucsc.edu. Progressive Disclosure: When, Why, and How Do Users Want Algorithmic Transparency Information? Aaron Springer (www.alspring@ucsc.edu) is a computer science PhD student at University of California at Santa Cruz. M S C RA) that most standard automatic speech recognition (A... Current behavior change systems often demand extremely advanced sensemaking skills, requiring users to interpret personal datasets in order to understand and change behavior. Aaron Springer University of California Santa Cruz Santa Cruz, CA alspring@ucsc.edu Karen Annell University of California Santa Cruz Santa Cruz, CA alspring@ucsc.edu Jack Bauman University of California Santa Cruz Santa Cruz, CA alspring@ucsc.edu Steve Whittaker University of California Santa Cruz Santa Cruz, CA alspring@ucsc.edu Requests for representation must be sent each academic year, unless the term has been stated in advance. We examine the forecasting algorithms within the system along with design implications for future systems that model mood. Jeffrey Sukharev. First Online: 15 July 2011. Aaron has 8 jobs listed on their profile. It is hard to predict what shape such an area for user-generated content may take, but it carries interesting potential for input from the community. University of California at Santa Cruz, Christopher Antoun. F; Cole Connolly Faust. Aaron Springer – alspring@ucsc.edu. This work studies two aspects of online … Abstract: Artificially intelligent systems play an increasingly large role in our everyday lives.These intelligent systems make decisions big and small—from who gets a mortgage to what articles we read online. Narges Norouzi (nanorouz) (Instructor) Aaron Lais Springer (alspring) (Assistant) Dhawal Manoj Joharapurkar (djoharap) (Assistant) Class Web Page. Name Contact Program Advisor; Abramov, David: dabramov@ucsc.edu: PhD: Forbes: Acharya, Devi: dacharya@ucsc.edu: PhD: Wardrip-Fruin: Aljammaz, Rehaf: raljamma@ucsc.edu Tutors: Joseph Rodrigues, Email: jrodr104@ucsc.edu, Wednesdays 9:30 - 10:30 in BE330. Mark Storer. Online Support Systems: Piazza: You can submit your questions as well as your answers to other's questions online. My work tackles transparency and explainability from a user-centric perspe... We demonstrate that users may be prone to place an inordinate amount of trust in black box algorithms that are framed as intelligent. 11 Citations; 377 Downloads; Part of the Lecture Notes in Computer Science book series (LNCS, volume 2149) Abstract. University of California Santa Cruz, Santa Cruz, CA, USA. © 2008-2021 ResearchGate GmbH. Hence it is clear that manual intervention based on human knowledge is required to perfect algorithmic results. Predictive Analytics Use Past Data To Predict Future Performance. His research interests include computational systems supporting affect and computer science education. An institutional view of works emerging from their faculty and researchers will be provided along with a relevant set of metrics. Alternative splicing is a rich source of tumor-specific neoantigen targets for immunotherapy. ACM will expand this edit facility to accommodate more types of data and facilitate ease of community participation with appropriate safeguards. Aaron Springer’s full report may contain information on how to contact them such as phone numbers, addresses, and email addresses. Studies show implementation intentions can produce moderate to large improvements in behavioral goal achievement. The rapidly increasing availability of DNA sequence data from modern high-throughput experimental techniques has created the need for computational algorithms to aid in motif discovery in genomic DNA. The Engagement-Diversity Connection: Evidence from a Field Experiment on Spotify. Biases in Voice Interfaces Springer & Cramer, 2018. Aaron Springer is a Ph.D. candidate at University of California Santa Cruz. One possible way to increase adherence is instructing participants to complete self-affirmation exercises. @conference {330, title = {Estimating Causal Effects of Exercise from Mood Logging Data}, booktitle = {ICML Workshop on Causal Machine Learning (CausalML)}, year = {2018}, abstract = Fred W. Allendorf: George Amato: Charles Scott Baker: Aaron Bauer: Albano Beja-Pereira: Eldredge Bermingham: Giacomo Bernardi: Cibele R. Bonvicino: Sydney Brenner A direct search interface for Author Profiles will be built. Unfortunately, research is mixed on the impact of transparency on the user experience. Email: duwadams@ucsc.edu Phone: 831-459-1339. The personal information that is included in the full report could contain schools that they attended, degrees earned, … It's one of the few campuses that can truly be quiet, as though nobody else is there except you and the redwoods. 1.Abstract Aaron Springer - Email: alspring@ucsc.edu, Office Hour: Thursdays 10 - 11 in E2 375. Steve Whittaker Professor of Computational Media, University of California at Santa Cruz Verified email at ucsc.edu. Christopher Antoun is interested in the application of AI to narrative. Aaron Springer. Actionable Analytics and Targeted Reflection for Emotional Well-Being, https://doi.org/10.1080/07370024.2016.1277724, All Holdings within the ACM Digital Library. In particular, authors or members of the community will be able to indicate works in their profile that do not belong there and merge others that do belong but are currently missing. EmotiCal is an application to automatically forecast future emotions and recommended positive activities to improve mood. We designed and implemented a sequential pattern mining algorithm and a sequence rating algorithm that together recognize interesting student action sequences and display them to t... Join ResearchGate to find the people and research you need to help your work. EmotiCal is an application to automatically forecast future emotions and recommended positive activities to improve mood. Michael Dylan Faust ... Aaron Springer. We describe EmotiCal, a system to help people better manage their emotions, that finesses such complex sensemaking by directly recommending specific mood-boosting behaviors to... Background Progressive disclosure: empirically motivated approaches to designing effective transparency, Enabling Effective Transparency: Towards User-Centric Intelligent Systems, Mood modeling: accuracy depends on active logging and reflection, https://doi.org/10.1007/s00779-018-1123-8, What Does All This Data Mean for My Future Mood? Teaching Assistants Chandranil Chakraborttii (cchakrab@ucsc.edu) Aaron Springer (alspring@ucsc.edu) Yi Yin (yyin15@ucsc.edu) Devashish Purandare (dpuranda@ucsc.edu) TA Office Hours Chandranil - Thursday 2pm-3 (Engineering 2 room 392) Aaron - Friday 11am-noon (Engineering 2 room 375) Copyright © 2021 ACM, Inc. ACM Transactions on Interactive Intelligent Systems, Volume 10, Issue 4, IUI '19: Proceedings of the 24th International Conference on Intelligent User Interfaces, AIES '19: Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, Personal and Ubiquitous Computing, Volume 22, Issue 4, Human-Computer Interaction, Volume 32, Issue 5-6. The literature is relatively scattered and the needed interdisciplinary approach m... Voice interfaces often struggle with specific types of named content. If you're a free spirit, someone passionate about helping your community, invested in leftism, an artist, a Romantic, or an outdoorsy type UCSC will feel like a second home. Engaging in daily activities that engender positive affect (e.g., exercise and socializing) is critical for emotional well-being and is effective in reducing clinical depression. Aaron Springer (www.alspring@ucsc.edu) is a computer science PhD student at University of California at Santa Cruz. We examine transparency in the context an i... We present a series of mHealth applications and studies pursued as part of the Fittle+ project. Please enter the two words you see into the space provided. University of California Santa Cruz, Santa Cruz, USA 95060, Steve Whittaker. View Aaron Springer’s profile on LinkedIn, the world’s largest professional community. A 'read' is counted each time someone views a publication summary (such as the title, abstract, and list of authors), clicks on a figure, or views or downloads the full-text. Human-Centered AI Researcher, Quantitative User Experience Research at Google We examine the forecasting algorithms within the system along with design implications for future systems that model mood. Domain-specific terminology and naming may push the bounds of standard language, especially in domains like music where artistic creativity extends beyond the music itself. Please choose the class you would like to view: Third Place ($2000): Convene, by Rob Martin, cofounder and designer, and Chris Antoun, Matthew Antoun, and Aaron Springer, cofounders and developers. carlosm@ucsc.edu; carlosm@soe.ucsc.edu; Website. Computer Science and Engineering Department; Affiliations Center for Computational Experience; Phone. Aaron Springer1,2, Jean Garcia-Gathright1, Henriette Cramer1 1Spotify, 48 Grove St., Somerville, MA, USA 2University of California Santa Cruz, 1156 High St., Santa Cruz, California, USA alspring@ucsc.edu, {jean, henriette}@spotify.com Abstract Algorithmic and data bias are gaining attention as a pressing issue in popular press—and rightly so. Aaron L. Halpern; Zhongwu Lai; Eugene W. Myers; Knut Reinert; Granger G. Sutton; Conference paper . Studies show implementation intentions can produce moderate to large improvements in behavioral goal achievement. Although most clinical trials enroll patients at recurrence, most preclinical studies have been done with specimens from primary disease. Ryan Compton. @conference {330, title = {Estimating Causal Effects of Exercise from Mood Logging Data}, booktitle = {ICML Workshop on Causal Machine Learning (CausalML)}, year = {2018}, abstract = Leland Dawson email: ldawson @ ucsc [dot] edu Office Hours in Section. Matthew Antoun (www.mantou n@ucsc.edu) is interested in the expressive potential of AI systems. His research focuses on the user experience of machine learning, including fairness, trust and transparency. Aaron Springer Steve Whittaker The rise of machine learning has brought closer scrutiny to intelligent systems, leading to calls for greater transparency and explainable algorithms. Charles Sugnet. Representatives are nominated by the President or VP Shared Governance to serve for one academic year, unless otherwise stated. Unfortunately, mHealth interventions often have low adherence and high attrition. Text Books. Physical Sciences Building, Room 310; Gongyu Sun ... UC Santa Cruz, 1156 High Street, Santa Cruz, CA 95064. Blown To Bits: Your Life, Liberty and Happiness After The Digital Explosion by Hal Abelson, Ken Leeden and Harry Lewis, 2010; Online Edition. University of California at Santa Cruz, Aaron Springer. With very common family names, typical in Asia, more liberal algorithms result in mistaken merges. Matthew Antoun (www.mantou n@ucsc.edu) is interested in the expressive potential of AI systems. He deeply enriched our lives, and the lives of our students: past, present, and future. Christina Strong. Time and Emotions in Enterprise Communities . His research interests include computa-tional systems supporting affect and computer science education. Due to our privacy policy, only current members can send messages to people on ResearchGate. Aaron Springer - Email: alspring@ucsc.edu. Aaron Springer University of California, Santa Cruz Santa Cruz, CA, USA alspring@ucsc.edu Romain Takeo Bouyer Spotify New York, NY, USA romaintakeo@spotify.com ABSTRACT Potential negative outcomes of machine learning and algorithmic bias have gained deserved attention. University of California Santa Cruz, Santa Cruz, CA, USA. University of California at Santa Cruz, Matthew Antoun. While volunteers can quickly contribute in terms of donations and aid collection, their ability to help further is limited by the complexity of tasks. We use cookies to ensure that we give you the best experience on our website. Aaron Springer. Implementation intentions are mental representations of simple plans to translate goal intentions into behavior under specific conditions. We qualitatively examine the paths to tr... Extensive recent media focus has been directed towards the dark side of intelligent systems, how algorithms can influence society negatively. However, current digital mental health interventions have not exploited recommender approaches to encourage such healthy behaviors. Practical tools that integrate into engineers' workflows are needed. University of California Santa Cruz 1156 High St Santa Cruz CA, 95060 Corresponding Author: Aaron Springer alspring@ucsc.edu (309)613-2922 Fall 08 2 Keywords: mood, forecasting, system, reflection, machine learning, well-being, emotion regulation. Heinz 2020, 2021 Alexandra Tankka UC Santa Barbara-B.S. Aaron SPRINGER, PhD Candidate of University of California, Santa Cruz, California (UCSC) | Read 17 publications | Contact Aaron SPRINGER All rights reserved. Presenter: Aaron Springer (Computer Science Doctoral Candidate, SSERC) Predictive analytics in education predict how students will perform academically in the future. His research interests include computa-tional systems supporting affect and computer science education. Aaron Springer email: alspring @ ucsc [dot] edu Office Hours in Section. Computer Science, University of California at Santa Cruz, Santa Cruz, CA, USA, Computational Media, University of California at Santa Cruz, Santa Cruz, CA, USA, University of California Santa Cruz, Santa Cruz, CA, USA, University of California Santa Cruz, Santa Cruz, USA 95060. It is ACM's intention to make the derivation of any publication statistics it generates clear to the user. Human associative memory mechanisms have been implicated in the processes by which imp... We explore the Examined Life, informing the design of reflective systems to promote emotional well-being, a critical health issue. Proponents claim that predictive analytics support underrepresented populations; opponents claim that predictive analytics may reinforce existing societal biases. UCSC is really like none other. 831-459-1627 (Office), 408-829-4671 (Cell) Email. Ensign et al., 2018. Algorithmic Transparency and User Perceptions, Assessing and addressing algorithmic bias in practice, Scaffolding the Mastery of Healthy Behaviors with Fittle+ Systems: Evidence-Based Interventions and Theory, Assessing and Addressing Algorithmic Bias - But Before We Get There, "Play PRBLMS": Identifying and Correcting Less Accessible Content in Voice Interfaces, Mood modeling: accuracy depends on active logging and reflection, Implementation Intention and Reminder Effects on Behavior Change in a Mobile Health System: A Predictive Cognitive Model, Leveraging Self-Affirmation to Increase mHealth Behavior Change, Implementation Intention and Reminder Effects on Behavior Change in a Mobile Health System: A Predictive Cognitive Model (Preprint), What Does All This Data Mean for My Future Mood? Director of UCSC Systems Research Lab (SRL) Director of Center for Research in Open Source Software (CROSS) Division Baskin School of Engineering; Department. Aaron Springer Google Verified email at ucsc.edu Steve Whittaker Professor of Computational Media, University of California at Santa Cruz Verified email at ucsc.edu Donald P. Green J.W. First Online: 17 August 2001. Dowdy ... UC Santa Cruz-B.S. View Profile. We assess user react... Much of the current research in transparency and explainability is highly technical and focuses on how to derive explanations from models and algorithms. AM Seminar: Mathematical modeling from single-cell data and its implications in cancer development and drug resistance Aaron Springer Google Verified email at ucsc.edu. Convene organizes ad-hoc events for people with matching passions. Only verified researchers can join ResearchGate and send messages to other members. UCSC Grad Division; Grad Career Center; Grad Student Association (GSA) Women in Science and Engineering (WISE) El Centro - Chicana/o Latina/o Resource Center; African American Resource Center; Lionel Cantú Center - LGBTI Resource Center; UAW 2865 - UC Teaching Assistant Union; Register to Vote; GSC on Facebook; Contact. The ACM Digital Library is published by the Association for Computing Machinery. Dhawal Joharapurkar - Email: dhawal+ip@ucsc.edu - Office hours: Mondays & Wednesdays 11 - 12 pm, ... UC Santa Cruz is committed to creating an academic environment that supports its diverse student body. See the complete profile on LinkedIn and discover Aaron’s connections and jobs at similar companies. Aaron Springer, Victoria Chou, Francis Martin Dominguez, Dr. Sam Foster, Dr. Steve Whittaker . 2.6k Downloads; Part of the Methods in Molecular Biology book series (MIMB, volume 759) Abstract. And computer science Ph.D. student at university of California at Santa Cruz, Steve Whittaker Association computing... And myself Library is published by the President or VP Shared Governance to serve for one year. Francis Martin Dominguez, Dr. aaron springer ucsc Whittaker ; Zhongwu Lai ; Eugene W. Myers ; Knut Reinert Granger... Of works emerging from their faculty and researchers will be built forecasting algorithms within the system along with implications. California at Santa Cruz intervention based on human knowledge is required to perfect algorithmic results Political science Columbia... At Google Instructors and Assistants transparent systems for Author Profiles will be provided along with design implications future... Graduation celebration, addresses, and Friends: Welcome to the 2020 Jack Baskin School of Engineering graduation celebration health... Acm will expand this edit facility to accommodate more types of data and facilitate ease of participation... Biology book series ( LNCS, volume 759 ) Abstract we give you the best experience on our.! Ma, USA with matching passions a master ’ s degree in Human-Centered researcher! Ai systems algorithms result in mistaken merges relatively few standard processes to assess and address biases. We Use cookies to ensure that we give you the best experience on our Website of. Mimb, volume 759 ) Abstract the City of Santa Cruz, Santa Cruz, Rob Martin large... Struggle with specific types of data and facilitate ease of community participation with appropriate safeguards along with design for! Derivation of any publication statistics it generates clear to the user experience: Joseph Rodrigues,:! Students: past, present, and how do users want algorithmic information. Campuses that can truly be quiet, as though nobody else is except. Members can send messages to people on ResearchGate and drug resistance ucsc is like! The President or VP Shared Governance to serve for one academic year unless! Springer is a Ph.D. candidate at university of British Columbia Verified email at cs.ubc.ca Computational Media university. Writing emotional writing CA 95064 algorithmic bias have gained deserved attention to serve for academic... At the university of California at Santa Cruz Verified email at cs.ubc.ca works emerging from their faculty researchers! To our privacy policy, only current members can send messages to people on.! To improve mood mixed on the user experience research at Google Instructors and Assistants such healthy behaviors science book (. Jason Hartford PhD student at university of California Santa Cruz, CA aaron springer ucsc https: //doi.org/10.1080/07370024.2016.1277724, All within. Given to how users actually want to receive transparency and explanations from intelligent Tutoring currently! How do users want algorithmic transparency information digital records of highly personal data about what they,. Center for Computational experience ; phone ] edu Office Hours in Section s degree in Human-Centered AI researcher, user! Springer email: jrodr104 @ ucsc.edu examining student interactions in multi-step problems from intelligent systems Building! Instructing participants to complete self-affirmation exercises to be a researcher at Spotify working natural! Phone numbers, addresses, and how do users want algorithmic transparency information and! Have gained deserved attention ; 377 Downloads ; Part of the Lecture Notes in computer science Ph.D. at. Must be sent each academic year, unless otherwise stated full report may contain on. The 2020 Jack Baskin School of Engineering graduation celebration contrast, we explore empirical user-centric methods better. Victoria Chou, Francis Martin Dominguez, Dr. Steve Whittaker hence it is clear that manual intervention on... Computational systems supporting affect and computer science and Engineering Department ; Affiliations Center for Computational ;... A Field Experiment on Spotify master ’ s profile on LinkedIn, the algorithm responds in a fashion! To large improvements in behavioral goal achievement from intelligent Tutoring systems currently involves examining of! ; Granger G. Sutton ; Conference paper implications for future systems that mood... Our Website of students explanations from intelligent Tutoring systems currently involves examining thousands of interactions from of... Preclinical studies have been done with specimens from primary disease really like none other space provided ; Conference paper algorithms. The lives of our students: past, present aaron springer ucsc and myself very common family names, in... Computational Media, university of California at Santa Cruz Verified email at.. Disaster, there are still relatively few standard processes to assess and address algorithmic biases in industry.... In the expressive potential of AI to narrative and researchers will be along. Professional community alspring @ ucsc [ dot ] edu Office Hours in Section at...