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- research-articleOctober 2024
Do I Have a Say in This, or Has ChatGPT Already Decided for Me?
XRDS: Crossroads, The ACM Magazine for Students (XRDS), Volume 31, Issue 1Pages 52–55https://doi.org/10.1145/3688090It's not just about LLMs, it's about us too.
- research-articleJune 2024
Data for Whom, Data from Whom: How Social Movements Might Create Value for Their Community Data Practices
XRDS: Crossroads, The ACM Magazine for Students (XRDS), Volume 30, Issue 4Pages 31–35https://doi.org/10.1145/3665597Belief in the power of data-driven decision-making has expanded from corporate environments to include all sectors of society, including social justice efforts. The problem with this newfound trust in "data" is that it can be hard to agree upon what ...
- interviewMay 2024
Unveiling Patterns of the Earth through Machine Learning and Geospatial Analysis
XRDS: Crossroads, The ACM Magazine for Students (XRDS), Volume 30, Issue 3Pages 32–33https://doi.org/10.1145/3652918Konstantin Klemmer is a researcher at Microsoft Research New England, where he works on the representation of geospatial phenomena in machine learning methods.
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- research-articleFebruary 2024
Harnessing the Power of Statistics and Machine Learning in the Era of Biobank-Scale Whole-Genome Sequencing and Multi-Omics Studies
XRDS: Crossroads, The ACM Magazine for Students (XRDS), Volume 30, Issue 2Pages 28–33https://doi.org/10.1145/3637460Researchers are developing new statistical and machine learning methods to effectively integrate biobank-scale whole-genome sequencing multi-omics and electronic health records data to better understand the molecular basis of complex human diseases.
- research-articleFebruary 2024
From Geospatial to Spatial -Omics
XRDS: Crossroads, The ACM Magazine for Students (XRDS), Volume 30, Issue 2Pages 16–19https://doi.org/10.1145/3637459When Los Angeles is mentioned, cycling is usually not the first thing that comes to mind. However, during my past 10 years in LA studying molecular biology and bioinformatics, my bike trips through the geographical space of LA have inspired many ideas in ...
- research-articleApril 2023
Inq-ITS: Creating Rigorous Assessment and Real-Time Support of Science Learning
XRDS: Crossroads, The ACM Magazine for Students (XRDS), Volume 29, Issue 3Pages 36–40https://doi.org/10.1145/3589647This article is an example of how theoretical frameworks about how people learn science were used in combination with computational techniques to develop authentic assessments and intelligent tutoring for science.
- research-articleApril 2023
Learning Analytics: An Opportunity for Education
XRDS: Crossroads, The ACM Magazine for Students (XRDS), Volume 29, Issue 3Pages 18–21https://doi.org/10.1145/3589636How analytics is transforming the future for millions of learners.
- interviewJuly 2022
Decoloniality in computing: an interview with Dipto Das
XRDS: Crossroads, The ACM Magazine for Students (XRDS), Volume 28, Issue 4Pages 32–36https://doi.org/10.1145/3538548This interview explores the relationship between social computing technology and decolonization and the relationship between coloniality and computing research.
- research-articleApril 2022
The principle of least sensing: a privacy-friendly sensing paradigm for urban big data analytics
XRDS: Crossroads, The ACM Magazine for Students (XRDS), Volume 28, Issue 3Pages 56–59https://doi.org/10.1145/3522696With the worldwide emergence of data protection regulations, how to conduct law-regulated big data analytics becomes a challenging and fundamental problem. This article introduces the principle of least sensing, a promising sensing paradigm toward ...
- research-articleApril 2022
Non-IID spatio-temporal prediction in smart cities
XRDS: Crossroads, The ACM Magazine for Students (XRDS), Volume 28, Issue 3Pages 38–41https://doi.org/10.1145/3522692Non-IID spatio-temporal prediction research points toward emerging directions and fundamental solutions to address various complexities from the perspective of both data couplings and heterogeneity. Delving into the non-IID challenge and opportunity of ...
- research-articleApril 2022
The challenges and future of navigation for people with disabilities
XRDS: Crossroads, The ACM Magazine for Students (XRDS), Volume 28, Issue 3Pages 32–36https://doi.org/10.1145/3522688People with disabilities can pervasively obtain navigation services based on modern machine learning and 5G techniques.
- research-articleJanuary 2022
"You're my best friend.": finding community online in BTS's fandom, ARMY
XRDS: Crossroads, The ACM Magazine for Students (XRDS), Volume 28, Issue 2Pages 66–69https://doi.org/10.1145/3495266The COVID-19 pandemic was a time of unexpected isolation for many, as well as a time fraught with uncertainty. In this article, we explore how many turned to playful online communities across a number of social media platforms as a place of connection ...
- research-articleSeptember 2021
Critical thinking of mobile sensing for health
XRDS: Crossroads, The ACM Magazine for Students (XRDS), Volume 28, Issue 1Pages 34–37https://doi.org/10.1145/3481831What you need to consider before collecting, processing, and analyzing mobile data for health applications.
- research-articleSeptember 2021
Using sensors to measure inbox stress
XRDS: Crossroads, The ACM Magazine for Students (XRDS), Volume 28, Issue 1Pages 19–23https://doi.org/10.1145/3481825Email notifications are constantly calling for our attention, and the volume of emails is ever-increasing. A research group at the University of California, Irvine explores how managing the inbox affects stress for different working populations.
- research-articleJune 2021
AI for Conservation: Learning to track birds with radar
XRDS: Crossroads, The ACM Magazine for Students (XRDS), Volume 27, Issue 4Pages 26–29https://doi.org/10.1145/3466859How deep neural networks can process millions of weather radar data points to help researchers monitor continental-scale bird migration.