PageSourceSearch

https://the-globem.github.io/publications

html the-globem.github.io collected 2026-10-03 10:04:22 UTC 30,900 bytes, 27 lines download raw bytes

1<!DOCTYPE html><html lang="en"><head><meta charSet="utf-8"/><title>Publications</title><link rel="apple-touch-icon" sizes="180x180" href="/favicon/apple-touch-icon.png"/><link rel="icon" type="image/png" sizes="32x32" href="/favicon/favicon-32x32.png"/><link rel="icon" type="image/png" sizes="16x16" href="/favicon/favicon-16x16.png"/><link rel="icon" type="image/svg+xml" href="/favicon/favicon.svg"/><link rel="manifest" href="/favicon/site.webmanifest"/><link rel="mask-icon" href="/favicon/safari-pinned-tab.svg" color="#000000"/><meta name="msapplication-TileColor" content="#ffffff"/><meta http-equiv="Content-Language" content="en"/><meta name="description" content="Multi-year mobile sensing datasets (~500 users) and open-source platform for cross-dataset generalization research in longitudinal behavior modeling."/><meta name="twitter:card" content="summary_large_image"/><meta name="twitter:title" content="GLOBEM: Generalization of LOngitudinal BEhavior Modeling"/><meta name="twitter:site" content="@Orson_Xu"/><meta name="twitter:image" content="https://the-globem.github.io/images/GLOBEM_background.png"/><meta name="twitter:image:alt" content="The Logo of GLOBEM"/><meta name="twitter:description" content="Multi-year mobile sensing datasets (~500 users) and open-source platform for cross-dataset generalization research in longitudinal behavior modeling."/><meta property="og:title" content="Publications"/><meta property="og:description" content="Multi-year mobile sensing datasets (~500 users) and open-source platform for cross-dataset generalization research in longitudinal behavior modeling."/><meta property="og:url" content="https://the-globem.github.io"/><meta property="og:image" content="https://the-globem.github.io/images/GLOBEM_background.png"/><meta name="apple-mobile-web-app-title" content="GLOBEM"/><meta name="theme-color" content="#111111" media="(prefers-color-scheme: dark)"/><meta name="viewport" content="width=device-width, initial-scale=1.0, viewport-fit=cover"/><meta name="next-head-count" content="24"/><link rel="preload" href="/_next/static/css/5ec4c37b0e3fa090.css" as="style"/><link rel="stylesheet" href="/_next/static/css/5ec4c37b0e3fa090.css" data-n-g=""/><noscript data-n-css=""></noscript>
1<script defer="" nomodule="" src="/_next/static/chunks/polyfills-0d1b80a048d4787e.js"></script>
1<script src="/_next/static/chunks/webpack-4dc2921e155e6a75.js" defer=""></script>
1<script src="/_next/static/chunks/framework-6c310edf4eff5be1.js" defer=""></script>
1<script src="/_next/static/chunks/main-79e867bf13851a63.js" defer=""></script>
1<script src="/_next/static/chunks/pages/_app-2bb5e0533ddaa475.js" defer=""></script>
1<script src="/_next/static/chunks/744-9ebb2617fec001d3.js" defer=""></script>
1<script src="/_next/static/chunks/pages/publications-f4a56cb213d12986.js" defer=""></script>
1<script src="/_next/static/twGkRC4xLi0KfWomZ2Mir/_buildManifest.js" defer=""></script>
1<script src="/_next/static/twGkRC4xLi0KfWomZ2Mir/_ssgManifest.js" defer=""></script>
1</head><body><a href="#reach-skip-nav" data-reach-skip-link="" data-reach-skip-nav-link="">Skip to content</a><div id="__next" data-reactroot="">
1<script>!function(){try{var d=document.documentElement,c=d.classList;c.remove('light','dark');var e=localStorage.getItem('theme');if('system'===e||(!e&&true)){var t='(prefers-color-scheme: dark)',m=window.matchMedia(t);if(m.media!==t||m.matches){d.style.colorScheme = 'dark';c.add('dark')}else{d.style.colorScheme = 'light';c.add('light')}}else if(e){c.add(e|| '')}if(e==='light'||e==='dark')d.style.colorScheme=e}catch(e){}}()</script>
1<div class="nextra-container main-container flex flex-col">
1<script>try{if(localStorage.getItem("nextra-banner")==='0'){document.body.classList.add('nextra-banner-hidden')}}catch(e){}</script>
1<div class="nextra-nav-container z-20 sticky bg-transparent w-full top-0"><div class="nextra-nav-container-blur absolute w-full h-full bg-white dark:bg-dark pointer-events-none"></div><nav class="flex gap-2 max-w-[90rem] mx-auto items-center left-0 right-0 h-16 pl-[max(env(safe-area-inset-left),1.5rem)] pr-[max(env(safe-area-inset-right),1.5rem)]"><div class="flex items-center mr-2 flex-auto"><a class="no-underline text-current inline-flex items-center hover:opacity-75" href="/"><svg height="20" viewBox="0 0 307 70" fill="none" xmlns="http://www.w3.org/2000/svg"><g><path d="M120 3C104 3 91 16 91 32C91 48 104 61 120 61C136 61 149 48 149 32C149 19.8 141.3 8.8002 129.8 4.7002C126.65 3.5502 123.35 3 120 3ZM120 6C123 6 125.95 6.5 128.8 7.5C128.95 7.55 129.1 7.60039 129.2 7.65039L129.3 11.2998C129.3 12.6498 128.5 13.9002 127.25 14.4502C124.5 15.6502 121.75 15.0004 120.6 18.1504C119.65 20.5504 122.15 27 125.2 27C129.05 27 130.9 19.25 132.05 19.25C132.8 19.25 133.95 21.5996 135.3 23.3496C136.2 24.5496 137.6 25.2002 139.1 25.2002H141.65L145.3 26.0498C145.75 27.9998 146 30 146 32C146 46.35 134.35 58 120 58C117.95 58 115.95 57.7498 114.05 57.2998V53.9502L112.8 52.7002C111.55 51.4502 114.1 49.3502 114.8 46.7002C116.75 39.2002 110.25 38.9 110.05 37.25C109.85 35.4 112.25 33.9998 113.7 32.5498C115.15 31.0998 115.6 28.8498 114.85 27.5498C112.5 23.1998 106.8 25.4998 106.25 30.0498C105.95 32.7998 104.3 35.5998 102.9 37.0498C101.5 38.4498 98.75 37.7004 98 35.6504C97.15 33.3504 100.1 32.4998 99.6504 29.5498C99.5504 28.7498 98.7004 28.3502 97.6504 28.2002L94.2002 28.2998C96.0502 15.6998 106.9 6 120 6ZM137.241 34.9707C135.927 35.0422 134.093 35.6941 131.6 37.4004C129.7 38.7004 126.35 36 124.9 38C123.5 39.95 130.85 45.9 133.3 44.75C137.45 42.8 140.15 38.75 140.15 37.25C140.182 36.3438 139.432 34.8516 137.241 34.9707Z" fill="#729890"></path><path d="M156.677 7.12H175.507C180.221 7.12 183.954 8.07666 186.707 9.99C189.927 12.2767 191.537 15.5433 191.537 19.79C191.537 23.3367 190.394 26.3233 188.107 28.75C187.454 29.4967 186.637 30.1733 185.657 30.78C184.724 31.3867 183.651 31.97 182.437 32.53C187.244 33.3233 190.721 35.2133 192.867 38.2C194.501 40.4867 195.317 43.0533 195.317 45.9C195.317 50.52 193.567 54.37 190.067 57.45C186.707 60.4833 182.624 62 177.817 62H156.677V7.12ZM175.157 11.95H162.207V30.78H172.637C176.837 30.78 180.057 29.8467 182.297 27.98C184.537 26.0667 185.657 23.6167 185.657 20.63C185.657 18.2967 184.864 16.29 183.277 14.61C181.364 12.8367 178.657 11.95 175.157 11.95ZM174.177 35.61H162.207V57.17H175.507C179.521 57.17 182.811 56.1667 185.377 54.16C187.944 52.0133 189.227 49.2833 189.227 45.97C189.227 42.61 187.921 40.0433 185.307 38.27C182.741 36.4967 179.031 35.61 174.177 35.61ZM201.446 7.05H235.606V11.88H206.976V30.85H234.556V35.68H206.976V57.17H235.816V62H201.446V7.05ZM242.053 62V7.12H249.263L270.543 52.55L292.523 7.12H299.313V62H294.343V14.33L271.733 62H269.353L247.093 14.4V62H242.053Z" fill="#6A89AC"></path><path d="M45.3636 11.32V18.6C42.7969 16.3133 40.3236 14.61 37.9436 13.49C35.1436 12.09 32.2736 11.39 29.3336 11.39C23.4069 11.39 18.4836 13.84 14.5636 18.74C10.8302 23.22 8.96355 28.5867 8.96355 34.84C8.96355 41.1867 10.9702 46.6933 14.9836 51.36C18.7636 55.6067 23.0336 57.73 27.7936 57.73C31.5736 57.73 34.7469 56.5167 37.3136 54.09C40.1136 51.43 41.5136 47.93 41.5136 43.59V39.39H23.4536V34.56H47.1136V62H42.2836L41.5136 55.35C39.8802 57.4033 38.1302 59.0133 36.2636 60.18C33.3702 62 30.1969 62.91 26.7436 62.91C20.4436 62.91 14.9602 60.2267 10.2936 54.86C5.48689 49.4467 3.08355 42.82 3.08355 34.98C3.08355 26.9067 5.58022 20.0933 10.5736 14.54C15.5669 8.98666 21.7969 6.21 29.2636 6.21C32.5302 6.21 35.7269 6.81666 38.8536 8.03C40.4869 8.63667 42.6569 9.73333 45.3636 11.32ZM55.8734 7.12H61.4034V57.17H88.4934V62H55.8734V7.12Z" fill="#6A89AC"></path></g></svg><span class="mx-2 font-extrabold hidden md:inline select-none" title="GLOBEM"></span></a></div><div class="flex-1"></div><a class="nextra-nav-link no-underline whitespace-nowrap p-2 -ml-2 hidden md:inline-block text-gray-600 hover:text-gray-800 dark:text-gray-400 dark:hover:text-gray-200" aria-selected="false" href="/datasets/overview">Datasets</a><a class="nextra-nav-link no-underline whitespace-nowrap p-2 -ml-2 hidden md:inline-block text-gray-600 hover:text-gray-800 dark:text-gray-400 dark:hover:text-gray-200" aria-selected="false" href="/platform/overview">Platform</a><a class="nextra-nav-link no-underline whitespace-nowrap p-2 -ml-2 hidden md:inline-block active text-current font-medium" aria-selected="true" href="/publications">Publications</a><a class="nextra-nav-link no-underline whitespace-nowrap p-2 -ml-2 hidden md:inline-block text-gray-600 hover:text-gray-800 dark:text-gray-400 dark:hover:text-gray-200" aria-selected="false" href="/team">Team</a><div><div class="hidden md:inline-block"><div class="relative w-full nextra-search nextra-flexsearch md:w-64"><div class="relative flex items-center"><input type="search" class="block w-full px-3 py-2 leading-tight rounded-lg appearance-none focus:outline-none focus:ring-1 focus:ring-gray-200 focus:bg-white hover:bg-opacity-5 transition-colors dark:focus:bg-dark dark:focus:ring-gray-100 dark:focus:ring-opacity-20" placeholder="Search documentation..." spellcheck="false"/><div class="hidden sm:flex absolute inset-y-0 right-0 py-1.5 pr-1.5 select-none pointer-events-none"><kbd class="inline-flex items-center px-1.5 font-mono text-sm font-medium bg-white dark:bg-dark dark:bg-opacity-50 text-gray-400 dark:text-gray-500 dark:border-gray-100 dark:border-opacity-20 border rounded">/</kbd></div></div></div></div></div><a class="text-current p-2" href="https://github.com/UW-EXP/GLOBEM" target="_blank" rel="noreferrer"><svg height="24" viewBox="2 2 20 20" fill="none" aria-hidden="true"><path fill-rule="evenodd" clip-rule="evenodd" d="M12 3C7.0275 3 3 7.12937 3 12.2276C3 16.3109 5.57625 19.7597 9.15374 20.9824C9.60374 21.0631 9.77249 20.7863 9.77249 20.5441C9.77249 20.3249 9.76125 19.5982 9.76125 18.8254C7.5 19.2522 6.915 18.2602 6.735 17.7412C6.63375 17.4759 6.19499 16.6569 5.8125 16.4378C5.4975 16.2647 5.0475 15.838 5.80124 15.8264C6.51 15.8149 7.01625 16.4954 7.18499 16.7723C7.99499 18.1679 9.28875 17.7758 9.80625 17.5335C9.885 16.9337 10.1212 16.53 10.38 16.2993C8.3775 16.0687 6.285 15.2728 6.285 11.7432C6.285 10.7397 6.63375 9.9092 7.20749 9.26326C7.1175 9.03257 6.8025 8.08674 7.2975 6.81794C7.2975 6.81794 8.05125 6.57571 9.77249 7.76377C10.4925 7.55615 11.2575 7.45234 12.0225 7.45234C12.7875 7.45234 13.5525 7.55615 14.2725 7.76377C15.9937 6.56418 16.7475 6.81794 16.7475 6.81794C17.2424 8.08674 16.9275 9.03257 16.8375 9.26326C17.4113 9.9092 17.76 10.7281 17.76 11.7432C17.76 15.2843 15.6563 16.0687 13.6537 16.2993C13.98 16.5877 14.2613 17.1414 14.2613 18.0065C14.2613 19.2407 14.25 20.2326 14.25 20.5441C14.25 20.7863 14.4188 21.0746 14.8688 20.9824C16.6554 20.364 18.2079 19.1866 19.3078 17.6162C20.4077 16.0457 20.9995 14.1611 21 12.2276C21 7.12937 16.9725 3 12 3Z" fill="currentColor"></path></svg><span class="sr-only">GitHub</span></a><button class="nextra-menu-icon block md:hidden p-2"><svg fill="none" width="24" height="24" viewBox="0 0 24 24" stroke="currentColor" class=""><g><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4 6h16"></path></g><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4 12h16"></path><g><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4 18h16"></path></g></svg></button></nav></div><div class="max-w-[90rem] w-full mx-auto flex flex-1 items-stretch"><div class="flex flex-1 w-full"><div class="hidden xl:block w-64 h-0 flex-shrink-0"></div><aside class="nextra-sidebar-container nextra-scrollbar fixed flex-shrink-0 w-full md:w-64 md:sticky z-[15] top-16 self-start overflow-y-auto transform-none h-[calc(100vh-4rem)] md:hidden with-menu"><div class="nextra-sidebar select-none w-full h-full md:h-auto pl-[calc(env(safe-area-inset-left)-1.5rem)]"><div class="p-4 min-h-[calc(100vh-4rem-61px)]"><div class="nextra-sidebar-search mb-4 block md:hidden"><div class="relative w-full nextra-search nextra-flexsearch md:w-64"><div class="relative flex items-center"><input type="search" class="block w-full px-3 py-2 leading-tight rounded-lg appearance-none focus:outline-none focus:ring-1 focus:ring-gray-200 focus:bg-white hover:bg-opacity-5 transition-colors dark:focus:bg-dark dark:focus:ring-gray-100 dark:focus:ring-opacity-20" placeholder="Search documentation..." spellcheck="false"/><div class="hidden sm:flex absolute inset-y-0 right-0 py-1.5 pr-1.5 select-none pointer-events-none"><kbd class="inline-flex items-center px-1.5 font-mono text-sm font-medium bg-white dark:bg-dark dark:bg-opacity-50 text-gray-400 dark:text-gray-500 dark:border-gray-100 dark:border-opacity-20 border rounded">/</kbd></div></div></div></div><div class="hidden md:block"><ul></ul></div><div class="md:hidden"><ul><li class="open"><a class="cursor-pointer"><span class="flex items-center justify-between">Datasets<svg fill="none" viewBox="0 0 24 24" stroke="currentColor" height="1em" class="ml-2 p-[2px] rounded-sm min-w-[18px] h-[18px] dark:hover:bg-gray-100 hover:bg-gray-800 hover:bg-opacity-5 dark:hover:bg-opacity-5"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 5l7 7-7 7" class="transition-transform origin-center rotate-90"></path></svg></span></a><div class="transition-all ease-in-out duration-300 overflow-hidden transform-gpu motion-reduce:transition-none"><div class="nextra-collapse-content transition-opacity ease-in-out duration-500 overflow-hidden transform-gpu motion-reduce:transition-none" style="opacity:1"><ul><li class=""><a href="/datasets/overview">Overview</a></li><li class=""><a href="/datasets/structure">Data Structure</a></li><li class="open"><a class="cursor-pointer"><span class="flex items-center justify-between">Data Types<svg fill="none" viewBox="0 0 24 24" stroke="currentColor" height="1em" class="ml-2 p-[2px] rounded-sm min-w-[18px] h-[18px] dark:hover:bg-gray-100 hover:bg-gray-800 hover:bg-opacity-5 dark:hover:bg-opacity-5"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 5l7 7-7 7" class="transition-transform origin-center rotate-90"></path></svg></span></a><div class="transition-all ease-in-out duration-300 overflow-hidden transform-gpu motion-reduce:transition-none"><div class="nextra-collapse-content transition-opacity ease-in-out duration-500 overflow-hidden transform-gpu motion-reduce:transition-none" style="opacity:1"><ul><li class="open"><a class="cursor-pointer" href="/datasets/datatypes/surveys"><span class="flex items-center justify-between">Survey Data<svg fill="none" viewBox="0 0 24 24" stroke="currentColor" height="1em" class="ml-2 p-[2px] rounded-sm min-w-[18px] h-[18px] dark:hover:bg-gray-100 hover:bg-gray-800 hover:bg-opacity-5 dark:hover:bg-opacity-5"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 5l7 7-7 7" class="transition-transform origin-center rotate-90"></path></svg></span></a><div class="transition-all ease-in-out duration-300 overflow-hidden transform-gpu motion-reduce:transition-none"><div class="nextra-collapse-content transition-opacity ease-in-out duration-500 overflow-hidden transform-gpu motion-reduce:transition-none" style="opacity:1"><ul><li class=""><a href="/datasets/datatypes/surveys/prepost">Pre/Post Surveys</a></li><li class=""><a href="/datasets/datatypes/surveys/ema">EMA Surveys</a></li></ul></div></div></li><li class="open"><a class="cursor-pointer" href="/datasets/datatypes/sensors"><span class="flex items-center justify-between">Feature Data<svg fill="none" viewBox="0 0 24 24" stroke="currentColor" height="1em" class="ml-2 p-[2px] rounded-sm min-w-[18px] h-[18px] dark:hover:bg-gray-100 hover:bg-gray-800 hover:bg-opacity-5 dark:hover:bg-opacity-5"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 5l7 7-7 7" class="transition-transform origin-center rotate-90"></path></svg></span></a><div class="transition-all ease-in-out duration-300 overflow-hidden transform-gpu motion-reduce:transition-none"><div class="nextra-collapse-content transition-opacity ease-in-out duration-500 overflow-hidden transform-gpu motion-reduce:transition-none" style="opacity:1"><ul><li class=""><a href="/datasets/datatypes/sensors/location">Location</a></li><li class=""><a href="/datasets/datatypes/sensors/phoneusage">Phone Usage</a></li><li class=""><a href="/datasets/datatypes/sensors/call">Call</a></li><li class=""><a href="/datasets/datatypes/sensors/bluetooth">Bluetooth</a></li><li class=""><a href="/datasets/datatypes/sensors/wifi">Wi-Fi</a></li><li class=""><a href="/datasets/datatypes/sensors/physicalactivity">Physical Activity</a></li><li class=""><a href="/datasets/datatypes/sensors/sleep">Sleep</a></li></ul></div></div></li><li class=""><a href="/datasets/datatypes/participantinfo">Participant Info Data</a></li></ul></div></div></li></ul></div></div></li><li class="open"><a class="cursor-pointer"><span class="flex items-center justify-between">Platform<svg fill="none" viewBox="0 0 24 24" stroke="currentColor" height="1em" class="ml-2 p-[2px] rounded-sm min-w-[18px] h-[18px] dark:hover:bg-gray-100 hover:bg-gray-800 hover:bg-opacity-5 dark:hover:bg-opacity-5"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 5l7 7-7 7" class="transition-transform origin-center rotate-90"></path></svg></span></a><div class="transition-all ease-in-out duration-300 overflow-hidden transform-gpu motion-reduce:transition-none"><div class="nextra-collapse-content transition-opacity ease-in-out duration-500 overflow-hidden transform-gpu motion-reduce:transition-none" style="opacity:1"><ul><li class=""><a href="/platform/overview">Overview</a></li><li class=""><a href="/platform/benchmark">Benchmark Results</a></li><li class="open"><a class="cursor-pointer"><span class="flex items-center justify-between">Tutorial<svg fill="none" viewBox="0 0 24 24" stroke="currentColor" height="1em" class="ml-2 p-[2px] rounded-sm min-w-[18px] h-[18px] dark:hover:bg-gray-100 hover:bg-gray-800 hover:bg-opacity-5 dark:hover:bg-opacity-5"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 5l7 7-7 7" class="transition-transform origin-center rotate-90"></path></svg></span></a><div class="transition-all ease-in-out duration-300 overflow-hidden transform-gpu motion-reduce:transition-none"><div class="nextra-collapse-content transition-opacity ease-in-out duration-500 overflow-hidden transform-gpu motion-reduce:transition-none" style="opacity:1"><ul><li class=""><a href="/platform/tutorial/setup">Setup</a></li><li class=""><a href="/platform/tutorial/runalgorithm">Run An Algorithm</a></li><li class=""><a href="/platform/tutorial/platformdescription">Platform Description</a></li><li class=""><a href="/platform/tutorial/extendplatform">Extend The Platform</a></li></ul></div></div></li></ul></div></div></li><li class="active"><a href="/publications">Publications</a><ul><li><a href="#2022" class="active-anchor"><span class="flex text-sm"><span class="opacity-25">#</span><span class="mr-2"></span><span class="inline-block">2022</span></span></a></li><li><a href="#2021" class=""><span class="flex text-sm"><span class="opacity-25">#</span><span class="mr-2"></span><span class="inline-block">2021</span></span></a></li><li><a href="#2020" class=""><span class="flex text-sm"><span class="opacity-25">#</span><span class="mr-2"></span><span class="inline-block">2020</span></span></a></li><li><a href="#2019" class=""><span class="flex text-sm"><span class="opacity-25">#</span><span class="mr-2"></span><span class="inline-block">
12019</span></span></a></li></ul></li><li class=""><a href="/team">Team</a></li></ul></div></div><div class="nextra-sidebar-menu mx-4 border-t dark:border-neutral-800 shadow-[0_-12px_16px_white] dark:shadow-[0_-12px_16px_#111]"><div class="bg-white dark:bg-dark py-4 flex gap-1 pb-4"><div class="relative md:hidden flex-1"><button class="rounded-md px-2 w-full text-left font-medium cursor-default text-xs h-7 transition-colors text-gray-600 dark:text-gray-400 focus:outline-none hover:bg-gray-100 hover:text-gray-900 dark:hover:bg-primary-100 dark:hover:bg-opacity-5 dark:hover:text-gray-50" id="headlessui-listbox-button-undefined" type="button" aria-haspopup="true" aria-expanded="false"><div class="flex items-center gap-2 capitalize"><svg viewBox="0 0 20 20" width="1em" height="1em" fill="currentColor"><path fill-rule="evenodd" d="M10 2a1 1 0 011 1v1a1 1 0 11-2 0V3a1 1 0 011-1zm4 8a4 4 0 11-8 0 4 4 0 018 0zm-.464 4.95l.707.707a1 1 0 001.414-1.414l-.707-.707a1 1 0 00-1.414 1.414zm2.12-10.607a1 1 0 010 1.414l-.706.707a1 1 0 11-1.414-1.414l.707-.707a1 1 0 011.414 0zM17 11a1 1 0 100-2h-1a1 1 0 100 2h1zm-7 4a1 1 0 011 1v1a1 1 0 11-2 0v-1a1 1 0 011-1zM5.05 6.464A1 1 0 106.465 5.05l-.708-.707a1 1 0 00-1.414 1.414l.707.707zm1.414 8.486l-.707.707a1 1 0 01-1.414-1.414l.707-.707a1 1 0 011.414 1.414zM4 11a1 1 0 100-2H3a1 1 0 000 2h1z" clip-rule="evenodd"></path></svg><span>light</span></div></button></div><div class="relative hidden md:block flex-1"><button class="rounded-md px-2 w-full text-left font-medium cursor-default text-xs h-7 transition-colors text-gray-600 dark:text-gray-400 focus:outline-none hover:bg-gray-100 hover:text-gray-900 dark:hover:bg-primary-100 dark:hover:bg-opacity-5 dark:hover:text-gray-50" id="headlessui-listbox-button-undefined" type="button" aria-haspopup="true" aria-expanded="false"><div class="flex items-center gap-2 capitalize"><svg viewBox="0 0 20 20" width="1em" height="1em" fill="currentColor"><path fill-rule="evenodd" d="M10 2a1 1 0 011 1v1a1 1 0 11-2 0V3a1 1 0 011-1zm4 8a4 4 0 11-8 0 4 4 0 018 0zm-.464 4.95l.707.707a1 1 0 001.414-1.414l-.707-.707a1 1 0 00-1.414 1.414zm2.12-10.607a1 1 0 010 1.414l-.706.707a1 1 0 11-1.414-1.414l.707-.707a1 1 0 011.414 0zM17 11a1 1 0 100-2h-1a1 1 0 100 2h1zm-7 4a1 1 0 011 1v1a1 1 0 11-2 0v-1a1 1 0 011-1zM5.05 6.464A1 1 0 106.465 5.05l-.708-.707a1 1 0 00-1.414 1.414l.707.707zm1.414 8.486l-.707.707a1 1 0 01-1.414-1.414l.707-.707a1 1 0 011.414 1.414zM4 11a1 1 0 100-2H3a1 1 0 000 2h1z" clip-rule="evenodd"></path></svg><span>light</span></div></button></div></div></div></div></aside><div class="nextra-toc w-64 hidden xl:block text-sm px-4 order-last flex-shrink-0"></div><div id="reach-skip-nav" data-reach-skip-nav-content=""></div><article class="nextra-body relative pb-8 w-full justify-center max-w-full flex min-w-0 pr-[calc(env(safe-area-inset-right)-1.5rem)] nextra-body-typesetting-default">
1<main class="max-w-4xl px-6 md:px-8 pt-4 z-10 min-w-0 w-full"><h1>Publications</h1>
2<p>Check the two papers introducing GLOBEM datasets and GLOBEM platform.</p>
3<br/>
4<button class="w-3/7 inline-flex items-center h-10 px-5 text-stone-800 transition-colors duration-150 \ bg-blue-400 rounded-lg \ focus:shadow-outline hover:bg-blue-300"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><path d="M11.363 2c4.155 0 2.637 6 2.637 6s6-1.65 6 2.457v11.543h-16v-20h7.363zm.826-2h-10.189v24h20v-14.386c0-2.391-6.648-9.614-9.811-9.614zm4.811 13h-2.628v3.686h.907v-1.472h1.49v-.732h-1.49v-.698h1.721v-.784zm-4.9 0h-1.599v3.686h1.599c.537 0 .961-.181 1.262-.535.555-.658.587-2.034-.062-2.692-.298-.3-.712-.459-1.2-.459zm-.692.783h.496c.473 0 .802.173.915.644.064.267.077.679-.021.948-.128.351-.381.528-.754.528h-.637v-2.12zm-2.74-.783h-1.668v3.686h.907v-1.277h.761c.619 0 1.064-.277 1.224-.763.095-.291.095-.597 0-.885-.16-.484-.606-.761-1.224-.761zm-.761.732h.546c.235 0 .467.028.576.228.067.123.067.366 0 .489-.109.199-.341.227-.576.227h-.546v-.944z"></path></svg><span>   Paper - GLOBEM Datasets</span></button>       <button class="w-3/7 inline-flex items-center h-10 px-5 text-stone-800 transition-colors duration-150\ bg-emerald-300 rounded-lg \ focus:shadow-outline hover:bg-emerald-200"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><path d="M11.363 2c4.155 0 2.637 6 2.637 6s6-1.65 6 2.457v11.543h-16v-20h7.363zm.826-2h-10.189v24h20v-14.386c0-2.391-6.648-9.614-9.811-9.614zm4.811 13h-2.628v3.686h.907v-1.472h1.49v-.732h-1.49v-.698h1.721v-.784zm-4.9 0h-1.599v3.686h1.599c.537 0 .961-.181 1.262-.535.555-.658.587-2.034-.062-2.692-.298-.3-.712-.459-1.2-.459zm-.692.783h.496c.473 0 .802.173.915.644.064.267.077.679-.021.948-.128.351-.381.528-.754.528h-.637v-2.12zm-2.74-.783h-1.668v3.686h.907v-1.277h.761c.619 0 1.064-.277 1.224-.763.095-.291.095-.597 0-.885-.16-.484-.606-.761-1.224-.761zm-.761.732h.546c.235 0 .467.028.576.228.067.123.067.366 0 .489-.109.199-.341.227-.576.227h-.546v-.944z"></path></svg><span>   Paper - GLOBEM Platform</span></button>
5<p>Below is a list of research articles published by <a href="/team">UW-EXP Study Team</a> based on the GLOBEM datasets and platform.</p>
6<h2><span class="subheading-anchor" id="2022"></span><a href="#2022" class="anchor text-current no-underline no-outline">2022<span class="anchor-icon" aria-hidden="true">#</span></a></h2>
7<ul>
8<li>X. Xu, H. Zhang, Y. Sefidgar, Y. Ren, X. Liu, W. Seo, J. Brown, K. Kuehn, M. Merrill, P. Nurius, S. Patel, T. Althoff, M. E. Morris, E. Riskin, J. Mankoff, and A. K. Dey. GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization. In <em>Thirty-sixth Conference on Neural Information Processing Systems Datasets and Benchmarks Track</em>, page 18, 2022.</li>
9<li>X. Xu, X. Liu, H. Zhang, W. Wang, S. Nepal, K. S. Kuehn, J. Huckins, M. E. Morris, P. S. Nurius, E. A. Riskin, S. Patel, T. Althoff, A. Campell, A. K. Dey, and J. Mankoff. Globem: Cross-dataset generalization of longitudinal human behavior modeling. <em>Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies</em>, (1):1, 2022.</li>
10<li>H. Zhang, M. E. Morris, P. S. Nurius, K. Mack, J. Brown, K. S. Kuehn, Y. S. Sefidgar, X. Xu, E. A. Riskin, A. K. Dey, and J. Mankoff. Impact of Online Learning in the Context of COVID-19 on Undergraduates with Disabilities and Mental Health Concerns. <em>ACM Transactions on Accessible Computing</em>, page 3538514, July 2022.</li>
11</ul>
12<h2><span class="subheading-anchor" id="2021"></span><a href="#2021" class="anchor text-current no-underline no-outline">2021<span class="anchor-icon" aria-hidden="true">#</span></a></h2>
13<ul>
14<li>X. Xu, J. Mankoff, and A. K. Dey. Understanding practices and needs of researchers in human state modeling by passive mobile sensing. <em>CCF Transactions on Pervasive Computing and Interaction</em>, July 2021.</li>
15<li>P. S. Nurius, Y. S. Sefidgar, K. S. Kuehn, J. Jung, H. Zhang, O. Figueira, E. A. Riskin, A. K. Dey, and J. C. Mankoff. Distress among undergraduates: Marginality, stressors and resilience resources. <em>Journal of American College Health</em>, pages 1–9, July 2021.</li>
16<li>M. E. Morris, K. S. Kuehn, J. Brown, P. S. Nurius, H. Zhang, Y. S. Sefidgar, X. Xu, E. A. Riskin, A. K. Dey, S. Consolvo, and J. C. Mankoff. College from home during COVID-19: A mixed-methods study of heterogeneous experiences. <em>PLOS ONE</em>, 16(6):e0251580, June 2021.</li>
17<li>X. Xu, P. Chikersal, J. M. Dutcher, Y. S. Sefidgar, W. Seo, M. J. Tumminia, D. K. Villalba, S. Cohen, K. G. Creswell, J. D. Creswell, A. Doryab, P. S. Nurius, E. Riskin, A. K. Dey, and J. Mankoff. Leveraging Collaborative-Filtering for Personalized Behavior Modeling: A Case Study of Depression Detection among College Students. <em>Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies</em>, 5(1):1–27, Mar. 2021.</li>
18</ul>
19<h2><span class="subheading-anchor" id="2020"></span><a href="#2020" class="anchor text-current no-underline no-outline">2020<span class="anchor-icon" aria-hidden="true">
19#</span></a></h2>
20<ul>
21<li>H. Zhang, P. Nurius, Y. Sefidgar, M. Morris, S. Balasubramanian, J. Brown, A. K. Dey, K. Kuehn, E. Riskin, X. Xu, and J. Mankoff. How Does COVID-19 impact Students with Disabilities/Health Concerns? In <em>arXiv. arXiv</em>, May 2020. arXiv:2005.05438 [cs].</li>
22</ul>
23<h2><span class="subheading-anchor" id="2019"></span><a href="#2019" class="anchor text-current no-underline no-outline">2019<span class="anchor-icon" aria-hidden="true">#</span></a></h2>
24<ul>
25<li>Y. S. Sefidgar, W. Seo, K. S. Kuehn, T. Althoff, A. Browning, E. Riskin, P. S. Nurius, A. K. Dey, and J. Mankoff. Passively-sensed Behavioral Correlates of Discrimination Events in College Students. <em>Proceedings of the ACM on Human-Computer Interaction</em>, 3(CSCW):1–29, Nov. 2019.</li>
26<li>X. Xu, P. Chikersal, A. Doryab, D. K. Villalba, J. M. Dutcher, M. J. Tumminia, T. Althoff, S. Cohen, K. G. Creswell, J. D. Creswell, J. Mankoff, and A. K. Dey. Leveraging Routine Behavior and ContextuallyFiltered Features for Depression Detection among College Students. <em>Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies</em>, 3(3):1–33, Sept. 2019.</li>
27</ul><div class="mt-16"></div></main></article></div></div><footer class="bg-gray-100 dark:bg-neutral-900 pb-[env(safe-area-inset-bottom)]"><div class="py-2 border-b dark:border-neutral-800 hidden md:block"><div class="max-w-[90rem] mx-auto"><div class="inline-flex px-4"><div class="grow-0 relative"><button class="rounded-md px-2 w-full text-left font-medium cursor-default text-xs h-7 transition-colors text-gray-600 dark:text-gray-400 focus:outline-none hover:bg-gray-100 hover:text-gray-900 dark:hover:bg-primary-100 dark:hover:bg-opacity-5 dark:hover:text-gray-50" id="headlessui-listbox-button-undefined" type="button" aria-haspopup="true" aria-expanded="false"><div class="flex items-center gap-2 capitalize"><svg viewBox="0 0 20 20" width="1em" height="1em" fill="currentColor"><path fill-rule="evenodd" d="M10 2a1 1 0 011 1v1a1 1 0 11-2 0V3a1 1 0 011-1zm4 8a4 4 0 11-8 0 4 4 0 018 0zm-.464 4.95l.707.707a1 1 0 001.414-1.414l-.707-.707a1 1 0 00-1.414 1.414zm2.12-10.607a1 1 0 010 1.414l-.706.707a1 1 0 11-1.414-1.414l.707-.707a1 1 0 011.414 0zM17 11a1 1 0 100-2h-1a1 1 0 100 2h1zm-7 4a1 1 0 011 1v1a1 1 0 11-2 0v-1a1 1 0 011-1zM5.05 6.464A1 1 0 106.465 5.05l-.708-.707a1 1 0 00-1.414 1.414l.707.707zm1.414 8.486l-.707.707a1 1 0 01-1.414-1.414l.707-.707a1 1 0 011.414 1.414zM4 11a1 1 0 100-2H3a1 1 0 000 2h1z" clip-rule="evenodd"></path></svg><span>light</span></div></button></div></div></div></div><div class="max-w-[90rem] mx-auto pl-[max(env(safe-area-inset-left),1.5rem)] pr-[max(env(safe-area-inset-right),1.5rem)] py-12"><div class="flex justify-between flex-col-reverse md:flex-row items-center md:items-end"><span class="text-gray-600 dark:text-gray-400"><div><a href="https://github.com/UW-EXP">UW-EXP</a> at University of Washington <br/><sup>Website template is based on <a href="https://github.com/vercel/swr-site">SWR</a>.</sup></div></span><div class="mt-6"></div></div></div></footer></div></div>
27<script id="__NEXT_DATA__" type="application/json">{"props":{"pageProps":{}},"page":"/publications","query":{},"buildId":"twGkRC4xLi0KfWomZ2Mir","nextExport":true,"autoExport":true,"isFallback":false,"scriptLoader":[]}</script>
27</body></html>

Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.