Search for tag: "data science"

72 Media

Uncovering the Allure of the Young Adult Novel,… duration 4 minutes 7 seconds Uncovering the Allure of the Young Adult Novel,… Uncovering the Allure of the Young Adult Novel, Louisa Sarofim, UG (2766680)	Uncovering the Allure of the Young Adult Novel, Louisa Sarofim, UG (2766680) My presentation uses natural language processing tools to analyze 10,000 lines of reviews of young adult novels from Goodreads. With this method, I hope to gain further insight into why people enjoy… creativity and the arts data science From Research Princeton Research Day 1 likes 218 plays Date May 6th, 2023 Speaker Louisa Sarofim, UG (2766680) Department Anthropology
On Sunken Land: The Environmental and Social… duration 2 minutes 51 seconds On Sunken Land: The Environmental and Social… On Sunken Land: The Environmental and Social Impacts of the Itaipu Hydroelectric Dam in Brazil, Coley Rose Martin, UG '23 (2272645)	On Sunken Land: The Environmental and Social Impacts of the Itaipu Hydroelectric Dam in Brazil, Coley Rose Martin, UG '23 (2272645) In October of 1982, a Brazilian and Paraguayan company known as Itaipu Binacional closed the side canals of the Itaipu hydroelectric dam on the Paraná River in Brazil, launching an ambitious… prd23 princeton research day undergraduate research rocky college rockefeller college civil and environmental engineering sustainability sustainable development environmental justice hydroelectric power displacement data science land dam energy brazil phrase statements communities word fact decarbonization supply paraguay impacts thesis endeavors imposition turn territories utilization energy and the environment From Research Princeton Research Day 1 likes 218 plays Date May 6th, 2023 Speaker Coley Rose Martin, UG '23 Department Civil and Environmental Engineering
Therapy is for Westerners: Inadequacies Measuring… duration 3 minutes 3 seconds Therapy is for Westerners: Inadequacies Measuring… Therapy is for Westerners: Inadequacies Measuring Bangladeshi Anxiety & Depression, Imaan Khasru, UG '23 (2267901)	Therapy is for Westerners: Inadequacies Measuring Bangladeshi Anxiety & Depression, Imaan Khasru, UG '23 (2267901) Most tools to assess & diagnose psychological disorders are developed in the West via testing on Western populations, and then used on non-Western populations. We assume these tools are reliable… prd23 princeton research day undergraduate research whitman college psychology bangladesh american experience data science depression anxiety measures populations americans bangladeshis disorders america tools study studies recommendations threshold participants country countries population majority diagnosis From Research Princeton Research Day 6 likes 167 plays Date May 5th, 2023 Speaker Imaan Khasru, UG '23 Department Psychology
Analyzing the underlying mechanisms of… duration 3 minutes 11 seconds Analyzing the underlying mechanisms of… Analyzing the underlying mechanisms of cross-platform validity for Natural Language Processing-based predictive models that identify mental disorders in social media users, Yubi Mamiya, UG '26 (3995017)	Analyzing the underlying mechanisms of cross-platform validity for Natural Language Processing-based predictive models that identify mental disorders in social media users, Yubi Mamiya, UG '26 (3995017) Recent, dramatic increases in life-threatening self-harm and hospitalizations of young people due to mental disorders has motivated efforts to preemptively identify suffering individuals and connect… prd23 princeton research day undergraduate research forbes college computer science ai artificial intelligence natural language processing mental health social media data science design and engineering platforms media processing language form twitter differences text disorders users accuracy texts model reddit issues activity models intelligence interventions From Research Princeton Research Day 0 likes 113 plays Date May 5th, 2023 Speaker Yubi Mamiya, UG '26 Department Computer Science
Electric Toothbrushing Pitfalls, Rachel J.… duration 2 minutes 59 seconds Electric Toothbrushing Pitfalls, Rachel J.… Electric Toothbrushing Pitfalls, Rachel J. Kulchar, UG (2276841)	Electric Toothbrushing Pitfalls, Rachel J. Kulchar, UG (2276841) As the most prevalent chronic disease, dental caries, or tooth decay, is exacerbated by inadequate plaque removal. Oftentimes, people assume that electric toothbrushes are a very efficient way to… prd23 princeton research day undergraduate research rocky college rockefeller college dental health toothbrush health and health policy data science recommendations participants surfaces brushing teeth tooth toothbrushes pressure session mouth dentists study occlusal maxilla variability region times users techniques From Research Princeton Research Day 7 likes 140 plays Date May 5th, 2023 Speaker Rachel J. Kulchar, UG Department Health and Health Policy
Loving Coral Reefs to Death in Hawaii, Bing Lin,… duration 2 minutes 57 seconds Loving Coral Reefs to Death in Hawaii, Bing Lin,… Loving Coral Reefs to Death in Hawaii, Bing Lin, GS (2263815)	Loving Coral Reefs to Death in Hawaii, Bing Lin, GS (2263815) Coral reefs are both icons of biodiversity and global tourist attractions. By combining web-scraped public Instagram data and aerially mapped live coral cover maps across the main Hawaiian Islands,… prd23 princeton research day graduate research public and international affairs science technology and environmental policy ecosystem american experience ai artificial intelligence energy and the environment data science reefs tourism hawaii coral cover analysis posts ecosystems tourists beaches sites vacation princeton fate actions impacts ocean wonders economy environment From Research Princeton Research Day 4 likes 103 plays Date May 4th, 2023 Speaker Bing Lin, GS Department Public and International Affairs
Shouts & Murmurs: A Gendered Study of Sonic… duration 3 minutes 30 seconds Shouts & Murmurs: A Gendered Study of Sonic… Shouts & Murmurs: A Gendered Study of Sonic Suspensions in the 19th Century Novel, Clara McWeeny, UG '25 (2770242)	Shouts & Murmurs: A Gendered Study of Sonic Suspensions in the 19th Century Novel, Clara McWeeny, UG '25 (2770242) When considering moments of auditory focus in the 19th century novel, rarely does one stop to consider the sonic attention paid to instances of direct speech. Readers instead find their preoccupation… prd23 princeton research day undergraduate research new college west digital humanities humanistic studies sonic suspension creativity and the arts data science corpus century words characters dialogue gender novels suspension speech suspensions frequency instances moments professor men examination times tag library pandas From Research Princeton Research Day 3 likes 91 plays Date May 4th, 2023 Speaker Clara McWeeny, UG '25 Department Digital Humanities
Quantum Photonic Transformer (QPT), Alkin Kaz, UG… duration 2 minutes 45 seconds Quantum Photonic Transformer (QPT), Alkin Kaz, UG… Quantum Photonic Transformer (QPT), Alkin Kaz, UG '23 (2262501)	Quantum Photonic Transformer (QPT), Alkin Kaz, UG '23 (2262501) You might have wondered what underlying mechanism and models does the famous ChatGPT, the Artificial Intelligence (AI) chat assistant employs. The T of the GPT, that is the Generative Pre-trained… prd23 princeton research day undergraduate research rockefeller college rocky college electrical engineering chatgpt ai artificial intelligence data science quantum science attention model circuitry input function tokens mechanism transformer opt speed photonic softmax vectors query multiplications matrix sentence circuits future multiplication From Research Princeton Research Day 2 likes 125 plays Date May 4th, 2023 Speaker Alkin Kaz, UG '23 Department Electrical Engineering
Finding Momentum in Division One Baseball, Jason… duration 3 minutes 0 seconds Finding Momentum in Division One Baseball, Jason… Finding Momentum in Division One Baseball, Jason Ding, UG '25 (2770524)	Finding Momentum in Division One Baseball, Jason Ding, UG '25 (2770524) There is thorough research proving the hot-hand notion, or the tendency to believe that a successful streak is likely to lead to further success, as a fallacy in sports. This research disproves the… prd23 princeton research day undergraduate research yeh college council of science and technology baseball data science momentum ops pictures performance slope hits events team notion trend catcher battery walks game fallacy player hand listening block From Research Princeton Research Day 7 likes 94 plays Date May 4th, 2023 Speaker Jason Ding, UG '25 Department Council of Science and Technology
Connections between Graph Theory and Single-Chain… duration 3 minutes 0 seconds Connections between Graph Theory and Single-Chain… Connections between Graph Theory and Single-Chain Nanoparticle Morphologies, Sophia Colmenares, UG '24 (2277355)	Connections between Graph Theory and Single-Chain Nanoparticle Morphologies, Sophia Colmenares, UG '24 (2277355) Single-chain nanoparticles are intriguing materials inspired by proteins that consist of a single precursor polymer chain that has collapsed into a stable structure. In many prospective applications,… prd23 princeton research day undergraduate research butler college chemical and biological engineering biological engineering data science snps eigenvalues chain graph rg morphology gyration radius sequence polymer linear theory size relationship topology linkers bonds units monomer snp From Research Princeton Research Day 2 likes 43 plays Date May 4th, 2023 Speaker Sophia Colmenares, UG '24 Department Chemical and Biological Engineering
Can Pitchers Gain a New Edge in Baseball by… duration 2 minutes 43 seconds Can Pitchers Gain a New Edge in Baseball by… Can Pitchers Gain a New Edge in Baseball by Profiling a Hitter’s Swing Path?, Tony Owens Jr, UG '24 (2278771)	Can Pitchers Gain a New Edge in Baseball by Profiling a Hitter’s Swing Path?, Tony Owens Jr, UG '24 (2278771) A baseball game is a series of batter, pitcher matchups. The pitcher seeks to do one of two things: prevent the batter from making contact, or cause the batter to make weak contact, which will lead… prd23 princeton research day undergraduate research whitman college data science batter ball swing plane percentage players pitches batters pitch plate outcomes picture cluster strike groups pitcher plan player basketball location From Research Princeton Research Day 5 likes 62 plays Date May 4th, 2023 Speaker Tony Owens Jr, UG '24 Department Statistics and Machine Learning
Culinary Trends throughout History in NYC,… duration 3 minutes 6 seconds Culinary Trends throughout History in NYC,… Culinary Trends throughout History in NYC, Tenzing Sherpa, UG '26 (4060710)	Culinary Trends throughout History in NYC, Tenzing Sherpa, UG '26 (4060710) Explore the fascinating world of historical culinary trends with this engaging video that delves into the New York Public Library's What's on the Menu Database. The video highlights key… data science the humanities menu coffee dishes york trends database library 990s cafes popularity menus standalone rise potatoes factors dining findings adventure landscape relationship From Research Princeton Research Day 2 likes 40 plays Date May 4th, 2023 Speaker Tenzing Sherpa, UG '26 (4060710) Department Computer Science
Pitch Tunneling in Baseball, Ben Zenker, UG… duration 2 minutes 43 seconds Pitch Tunneling in Baseball, Ben Zenker, UG… Pitch Tunneling in Baseball, Ben Zenker, UG '24 (2264109)	Pitch Tunneling in Baseball, Ben Zenker, UG '24 (2264109) Pitch tunneling in baseball is when two pitches look the same for most of their trajectory towards home plate, but then move in opposite directions. Pitchers utilize pitch tunneling to try and fool… prd23 princeton research day undergraduate research new college west council of science and technology baseball biological engineering data science distance pitches pitch tunnel score fastball point picture batter plate tightness swing pictures pitcher curve speed chase batters matter distances From Research Princeton Research Day 7 likes 84 plays Date May 4th, 2023 Speaker Ben Zenker, UG '24 Department Council of Science and Technology
Gendered Topics: Boyhood and Girlhood in a… duration 3 minutes 0 seconds Gendered Topics: Boyhood and Girlhood in a… Gendered Topics: Boyhood and Girlhood in a Century of (Cotsen) Children’s Literature, AnneMarie Caballero, UG '23 (2262314)	Gendered Topics: Boyhood and Girlhood in a Century of (Cotsen) Children’s Literature, AnneMarie Caballero, UG '23 (2262314) In order to examine themes across a century of children’s literature, the Cotsen Children’s Literature (CCL) dataset was curated for this project based on the nineteenth-century catalogue… data science the humanities From Research Princeton Research Day 1 likes 60 plays Date May 4th, 2023 Speaker AnneMarie Caballero, UG '23 (2262314) Department Computer Science
Can a Batter Predict an Upcoming Pitch Only Using… duration 3 minutes 1 second Can a Batter Predict an Upcoming Pitch Only Using… Can a Batter Predict an Upcoming Pitch Only Using the Pitch Before?, Atharva Pathak, UG '26 (3993450)	Can a Batter Predict an Upcoming Pitch Only Using the Pitch Before?, Atharva Pathak, UG '26 (3993450) Using a round bat to hit a small round baseball traveling 90+ mph and breaking in unexpected directions is considered the hardest activity in sports. Knowing the speed, break, and location of a pitch… prd23 princeton research day undergraduate research council on science and technology butler college data science pitch change arsenal situations picture matrix pair pitcher sequences pitches batter score unexpectedness situation batters parametrics sequence ball pictures arsenals From Research Princeton Research Day 5 likes 74 plays Date May 4th, 2023 Speaker Atharva Pathak, UG '26 Department Council on Science and Technology
Retrieving by Finding Shortcuts in Representation… duration 4 minutes 41 seconds Retrieving by Finding Shortcuts in Representation… Retrieving by Finding Shortcuts in Representation Space, Michael Tang, UG '24 (2272401)	Retrieving by Finding Shortcuts in Representation Space, Michael Tang, UG '24 (2272401) Information retrieval (IR) is the task of learning useful ways of representing text documents that allow us to efficiently relevant the most relevant documents for a given query, e.g. by encoding… american experience artificial intelligence (ai) data science design and engineering natural language processing paper retrieval document papers query citations models bert wikipedia model queries documents lots hoover space costs recall text relations a. From Research Princeton Research Day 1 likes 89 plays Date May 4th, 2023 Speaker Michael Tang, UG '24 (2272401) Department Computer Science