{"id":206,"date":"2023-12-26T12:04:01","date_gmt":"2023-12-26T20:04:01","guid":{"rendered":"https:\/\/dornsife.usc.edu\/everydayrespect\/?page_id=206"},"modified":"2026-01-13T15:02:27","modified_gmt":"2026-01-13T23:02:27","slug":"about","status":"publish","type":"page","link":"https:\/\/dornsife.usc.edu\/everydayrespect\/about\/","title":{"rendered":"Publications &amp; Media"},"content":{"rendered":"\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--spotlight no-image\"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--spotlight\"\n    \n      >\n\n    \n<div class=\"text-image-container\">\n  <div class=\"text-container\">\n\n    \n              \n<div class=\"f--field f--description\">\n\n    \n  <p>The Everyday Respect project produces a variety of research products. In the sections below, you can find:<\/p>\n<p>&#8211; Videos and public presentations<br \/>\n&#8211; Media coverage of our work<br \/>\n&#8211; Academic research papers<br \/>\n&#8211; Resources for conducting multiperspective video annotation<\/p>\n\n\n\n<\/div>\n    \n      <\/div>\n\n  \n<\/div>\n\n\n  <\/div><\/div>\n\n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--spacer \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--spacer\"\n    \n      >\n\n    \n\n  <\/div><\/div>\n\n\n\n\n\n\n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--video-with-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--video-with-text\"\n    \n      >\n\n    \n      <div class=\"header-container\">\n\n                  \n<div class=\"f--field f--section-title\">\n\n    \n  <h2>\n          Everyday Respect CIVIC Video\n      <\/h2>\n\n\n<\/div>\n      \n          <\/div>\n  \n\n      <div class=\"video-container\">\n              <div class=\"image-container\">\n              \n<div class=\"f--field f--image\">\n\n    \n    \n    \n    \n    \n    \n              \n      <img\n                            data-src=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2024\/10\/Screenshot-2024-10-31-at-9.07.32\u202fAM-768x432.png\"\n          data-srcset=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2024\/10\/Screenshot-2024-10-31-at-9.07.32\u202fAM-1920x1080.png 1920w,https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2024\/10\/Screenshot-2024-10-31-at-9.07.32\u202fAM-1280x720.png 1280w,https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2024\/10\/Screenshot-2024-10-31-at-9.07.32\u202fAM-768x432.png 768w\"          data-sizes=\"(min-width:1200px) 75vw, (min-width:768px) 83vw, 100vw\"          class=\"lazyload\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n  \n\n<\/div>\n\n                      <a href=\"https:\/\/youtu.be\/LgT5grayBZI\" data-lity aria-label=\"Play video in lightbox\" class=\"play-video\">\n              <svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 75 75\" enable-background=\"new 0 0 75 75\" xml:space=\"preserve\">\n                <rect fill=\"#FFCC00\" width=\"75\" height=\"75\"\/>\n                <polygon fill-rule=\"evenodd\" clip-rule=\"evenodd\" points=\"44.4,37.5 34.2,43.9 34.2,31.1 \"\/>\n              <\/svg>\n            <\/a>\n                  <\/div>\n      \n    <\/div>\n\n  \n\n  <\/div><\/div>\n\n\n\n\n\n\n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--video-with-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--video-with-text\"\n    \n      >\n\n    \n      <div class=\"header-container\">\n\n                  \n<div class=\"f--field f--section-title\">\n\n    \n  <h2>\n          Board of Police Commissioners\n      <\/h2>\n\n\n<\/div>\n      \n                  \n<div class=\"f--field f--description\">\n\n    \n  <p>In August 2024 we presented results of our research into the perspectives of community and LAPD stakeholders.\u00a0In the recording of the 2024 BOPC meeting, Dr. Graham&#8217;s presentation begins at about the 1 hour, 32 minute mark.<\/p>\n\n\n\n<\/div>\n          <\/div>\n  \n\n      <div class=\"video-container\">\n              <div class=\"image-container\">\n              \n<div class=\"f--field f--image\">\n\n    \n    \n    \n    \n    \n    \n              \n      <img\n                            data-src=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2026\/01\/Screenshot-2026-01-13-at-2.09.06-PM-768x432.png\"\n          data-srcset=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2026\/01\/Screenshot-2026-01-13-at-2.09.06-PM-1920x1080.png 1920w,https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2026\/01\/Screenshot-2026-01-13-at-2.09.06-PM-1280x720.png 1280w,https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2026\/01\/Screenshot-2026-01-13-at-2.09.06-PM-768x432.png 768w\"          data-sizes=\"(min-width:1200px) 75vw, (min-width:768px) 83vw, 100vw\"          class=\"lazyload\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n  \n\n<\/div>\n\n                      <a href=\"https:\/\/www.youtube.com\/watch?v=nx8zCreFr4Q\" data-lity aria-label=\"Play video in lightbox\" class=\"play-video\">\n              <svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 75 75\" enable-background=\"new 0 0 75 75\" xml:space=\"preserve\">\n                <rect fill=\"#FFCC00\" width=\"75\" height=\"75\"\/>\n                <polygon fill-rule=\"evenodd\" clip-rule=\"evenodd\" points=\"44.4,37.5 34.2,43.9 34.2,31.1 \"\/>\n              <\/svg>\n            <\/a>\n                  <\/div>\n      \n    <\/div>\n\n  \n\n  <\/div><\/div>\n\n\n\n\n\n\n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--video-with-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--video-with-text\"\n    \n      >\n\n    \n      <div class=\"header-container\">\n\n      \n                  \n<div class=\"f--field f--description\">\n\n    \n  <p>In December 2025 we presented a first round of descriptive results, based on hand-coded data from bodyworn camera recording of 1000 traffic stops. In the recording of the 2025 BOPC meeting, Dr. Graham&#8217;s presentation begins at about the 1 hour, 32 minute mark. The slide deck, including notes, from the 2025 presentation is available here:&nbsp;<a href=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2025\/12\/Everday-Respect-for-BOPC-December-2025-v12-15.pdf\" data-mce-href=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2025\/12\/Everday-Respect-for-BOPC-December-2025-v12-15.pdf\">Everday Respect for BOPC December 2025 v12-15<\/a><\/p>\n\n\n\n<\/div>\n          <\/div>\n  \n\n      <div class=\"video-container\">\n              <div class=\"image-container\">\n              \n<div class=\"f--field f--image\">\n\n    \n    \n    \n    \n    \n    \n              \n      <img\n                            data-src=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2026\/01\/Screenshot-2026-01-13-at-1.52.11-PM-1-768x432.png\"\n          data-srcset=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2026\/01\/Screenshot-2026-01-13-at-1.52.11-PM-1-1920x1080.png 1920w,https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2026\/01\/Screenshot-2026-01-13-at-1.52.11-PM-1-1280x720.png 1280w,https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2026\/01\/Screenshot-2026-01-13-at-1.52.11-PM-1-768x432.png 768w\"          data-sizes=\"(min-width:1200px) 75vw, (min-width:768px) 83vw, 100vw\"          class=\"lazyload\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n  \n\n<\/div>\n\n                      <a href=\"https:\/\/www.youtube.com\/watch?v=rX_JXD03CKE&amp;t=5575s\" data-lity aria-label=\"Play video in lightbox\" class=\"play-video\">\n              <svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 75 75\" enable-background=\"new 0 0 75 75\" xml:space=\"preserve\">\n                <rect fill=\"#FFCC00\" width=\"75\" height=\"75\"\/>\n                <polygon fill-rule=\"evenodd\" clip-rule=\"evenodd\" points=\"44.4,37.5 34.2,43.9 34.2,31.1 \"\/>\n              <\/svg>\n            <\/a>\n                  <\/div>\n      \n    <\/div>\n\n  \n\n  <\/div><\/div>\n\n\n\n\n                \n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--stacking-cards \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--stacking-cards\"\n    \n      >\n\n    \n            <div class=\"header-container\">\n                                \n<div class=\"f--field f--section-title\">\n\n    \n  <h2>\n          Everyday Respect in the Media\n      <\/h2>\n\n\n<\/div>\n            \n                    <\/div>\n    \n            <div class=\"cards-container\">\n            \n                <div class=\"card\">\n\n                    <div class=\"title-description\">\n\n                                                      \n<div class=\"f--field f--cta-title\">\n\n    \n  <h3>\n          <a href=\"https:\/\/www.scientificamerican.com\/article\/ai-analysis-of-police-body-camera-videos-reveals-what-typically-happens\/\" \n                        class=\"\" \n      >AI Analysis of Body Camera Videos Offers a Data-Driven Approach to Police Reform<\/a>\n      <\/h3>\n\n\n<\/div>\n                        \n                                                        \n<div class=\"f--field f--description\">\n\n    \n  <p><em>By Scientific American<\/em><\/p>\n\n\n\n<\/div>\n                        \n                    <\/div>\n\n\n                    \n                        \n                            \n<div class=\"f--field f--image\">\n\n    \n        <a href=\"https:\/\/www.scientificamerican.com\/article\/ai-analysis-of-police-body-camera-videos-reveals-what-typically-happens\/\"  aria-label=\"Read more about AI Analysis of Body Camera Videos Offers a Data-Driven Approach to Police Reform\">\n  \n    \n    \n    \n    \n              \n      <img decoding=\"async\"\n                            src=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2024\/01\/2004-02-25_Night_traffic_stop_in_Durham_2-768x432.jpg\"\n          srcset=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2024\/01\/2004-02-25_Night_traffic_stop_in_Durham_2-1280x720.jpg 1280w,https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2024\/01\/2004-02-25_Night_traffic_stop_in_Durham_2-768x432.jpg 768w\"          sizes=\"(min-width:1024px) 23vw, (min-width:768px) 39vw, 83vw\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n      <\/a>\n  \n\n<\/div>\n\n                    \n                <\/div>\n\n            \n                <div class=\"card\">\n\n                    <div class=\"title-description\">\n\n                                                      \n<div class=\"f--field f--cta-title\">\n\n    \n  <h3>\n          <a href=\"https:\/\/www.latimes.com\/california\/story\/2023-08-22\/lapd-to-use-ai-to-analyze-body-cam-videos-for-officers-language-use\" \n                        class=\"\" \n      >LAPD to Use AI to Analyze Body Cam Videos<\/a>\n      <\/h3>\n\n\n<\/div>\n                        \n                                                        \n<div class=\"f--field f--description\">\n\n    \n  <p><em>By Los Angeles Times<\/em><\/p>\n\n\n\n<\/div>\n                        \n                    <\/div>\n\n\n                    \n                        \n                            \n<div class=\"f--field f--image\">\n\n    \n        <a href=\"https:\/\/www.latimes.com\/california\/story\/2023-08-22\/lapd-to-use-ai-to-analyze-body-cam-videos-for-officers-language-use\"  aria-label=\"Read more about LAPD to Use AI to Analyze Body Cam Videos\">\n  \n    \n    \n    \n    \n              \n      <img decoding=\"async\"\n                            src=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2024\/01\/White_police_car_patrolling_Unsplash-768x432.jpg\"\n          srcset=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2024\/01\/White_police_car_patrolling_Unsplash-1280x720.jpg 1280w,https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2024\/01\/White_police_car_patrolling_Unsplash-768x432.jpg 768w\"          sizes=\"(min-width:1024px) 23vw, (min-width:768px) 39vw, 83vw\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n      <\/a>\n  \n\n<\/div>\n\n                    \n                <\/div>\n\n            \n                <div class=\"card\">\n\n                    <div class=\"title-description\">\n\n                                                      \n<div class=\"f--field f--cta-title\">\n\n    \n  <h3>\n          <a href=\"https:\/\/dornsife.usc.edu\/news\/stories\/ai-meets-policing\/\" \n                        class=\"\" \n      >AI Meets Policing: USC Leads LAPD Body Cam Study<\/a>\n      <\/h3>\n\n\n<\/div>\n                        \n                                                        \n<div class=\"f--field f--description\">\n\n    \n  <aside class=\"ArticlePage-aside-left\">\n<div class=\"ArticlePage-contentInfo\">\n<div class=\"ArticlePage-contentInfoSticky\">\n<div class=\"ArticlePage-contentInfoSticky-content\">\n<div class=\"ArticlePage-byline\">\n<div class=\"ArticlePage-timestamp\">\n<div class=\"ArticlePage-datePublished\"><em>By USC Dornsife News Staff<\/em><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/aside>\n\n\n\n<\/div>\n                        \n                    <\/div>\n\n\n                    \n                        \n                            \n<div class=\"f--field f--image\">\n\n    \n        <a href=\"https:\/\/dornsife.usc.edu\/news\/stories\/ai-meets-policing\/\"  aria-label=\"Read more about AI Meets Policing: USC Leads LAPD Body Cam Study\">\n  \n    \n    \n    \n    \n              \n      <img decoding=\"async\"\n                            src=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2024\/02\/Axon-Body-3-On-Officer-768x432.jpg\"\n          srcset=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2024\/02\/Axon-Body-3-On-Officer-1280x720.jpg 1280w,https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2024\/02\/Axon-Body-3-On-Officer-768x432.jpg 768w\"          sizes=\"(min-width:1024px) 23vw, (min-width:768px) 39vw, 83vw\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n      <\/a>\n  \n\n<\/div>\n\n                    \n                <\/div>\n\n            \n                <div class=\"card\">\n\n                    <div class=\"title-description\">\n\n                                                      \n<div class=\"f--field f--cta-title\">\n\n    \n  <h3>\n          <a href=\"https:\/\/laist.com\/news\/usc-ai-lapd-traffic-stops\" \n                        class=\"\" \n      >A USC Program Uses AI to Analyze LAPD traffic stops \u2014 With the Goal of Improving Policing<\/a>\n      <\/h3>\n\n\n<\/div>\n                        \n                                                        \n<div class=\"f--field f--description\">\n\n    \n  <aside class=\"ArticlePage-aside-left\">\n<div class=\"ArticlePage-contentInfo\">\n<div class=\"ArticlePage-contentInfoSticky\">\n<div class=\"ArticlePage-contentInfoSticky-content\">\n<div class=\"ArticlePage-byline\">\n<div class=\"ArticlePage-timestamp\">\n<div class=\"ArticlePage-datePublished\"><em>By LAList<\/em><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/aside>\n<p>&nbsp;<\/p>\n<article class=\"ArticlePage-mainContent\">\n<div class=\"ArticlePage-headingContent\"><\/div>\n<\/article>\n<p>&nbsp;<\/p>\n\n\n\n<\/div>\n                        \n                    <\/div>\n\n\n                    \n                        \n                            \n<div class=\"f--field f--image\">\n\n    \n        <a href=\"https:\/\/laist.com\/news\/usc-ai-lapd-traffic-stops\"  aria-label=\"Read more about A USC Program Uses AI to Analyze LAPD traffic stops \u2014 With the Goal of Improving Policing\">\n  \n    \n    \n    \n    \n              \n      <img decoding=\"async\"\n                            src=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2026\/01\/download-1-768x432.webp\"\n          srcset=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2026\/01\/download-1-1280x720.webp 1280w,https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2026\/01\/download-1-768x432.webp 768w\"          sizes=\"(min-width:1024px) 23vw, (min-width:768px) 39vw, 83vw\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n      <\/a>\n  \n\n<\/div>\n\n                    \n                <\/div>\n\n            \n        <\/div>\n    \n\n  <\/div><\/div>\n\n\n\n        \n          \n          \n          \n          \n          \n  \n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--editorial-cards \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--editorial-cards\"\n    \n      >\n\n    \n      <div class=\"header-container\">\n\n                  \n<div class=\"f--field f--section-title\">\n\n    \n  <h2>\n          Peer Reviewed Papers\n      <\/h2>\n\n\n<\/div>\n                <\/div>\n  \n      <div class=\"cards-container\">\n      \n        <div class=\"card\">\n\n          \n          <div class=\"text-container\">\n            \n                            <h3>\n                                      <a href=\"https:\/\/www.ijcai.org\/proceedings\/2024\/1006.pdf\" >\n                  \n                    CVAT-BWV: A Web-Based Video Annotation Platform for Police Body-Worn Video\n\n                                      <\/a>\n                                  <\/h3>\n            \n                              \n<div class=\"f--field f--description\">\n\n    \n  <p>Authors: <span style=\"font-weight: 400\">Hejabi, Parsa, Akshay Kiran Padte, Preni Golazizian, Rajat Hebbar, Jackson Trager, Yiorgos Chochlakis, Aditya Kommineni, Ellie Graeden, Shrikanth Narayanan, Benjamin A.T. Graham, and Morteza Dehghani<\/span><\/p>\n<p>Journal: <span style=\"font-weight: 400\">\u00a0<em>International Joint Conferences on Artificial Intelligence Organization.<\/em><\/span><\/p>\n\n\n\n<\/div>\n                      <\/div>\n\n\n        <\/div>\n      \n        <div class=\"card\">\n\n          \n          <div class=\"text-container\">\n            \n                            <h3>\n                                      <a href=\"https:\/\/aclanthology.org\/2024.findings-emnlp.199\/\" >\n                  \n                    Cost-Efficient Subjective Task Annotation and Modeling through Few-Shot Annotator Adaptation\n\n                                      <\/a>\n                                  <\/h3>\n            \n                              \n<div class=\"f--field f--description\">\n\n    \n  <p>Authors: <span style=\"font-weight: 400\">Golazizian, Preni, Alireza Ziabari, Ali Omrani, Morteza Dehghani<\/span><\/p>\n<p>Journal: <em>Association for Computational Linguistics.<\/em><\/p>\n\n\n\n<\/div>\n                      <\/div>\n\n\n        <\/div>\n      \n        <div class=\"card\">\n\n          \n          <div class=\"text-container\">\n            \n                            <h3>\n                                      <a href=\"https:\/\/arxiv.org\/pdf\/2410.13776\" >\n                  \n                    Aggregation Artifacts in Subjective Tasks Collapse Large Language Models&#8217; Posteriors\n\n                                      <\/a>\n                                  <\/h3>\n            \n                              \n<div class=\"f--field f--description\">\n\n    \n  <p>Authors: <span style=\"font-weight: 400\">Chochlakis, Georgios, Alexandros Potamianos, Kristina Lerman, and Shrikanth Narayanan<\/span><\/p>\n<p>Journal: Accepted to the 2025 Annual Conference of the Nations of the Americas Chapter of the <em>Association for Computational Linguistics<\/em>. Available online via Arxiv.<\/p>\n\n\n\n<\/div>\n                      <\/div>\n\n\n        <\/div>\n      \n        <div class=\"card\">\n\n          \n          <div class=\"text-container\">\n            \n                            <h3>\n                                      <a href=\"https:\/\/arxiv.org\/abs\/2402.01703\" >\n                  \n                    Communication in the Shadow of Power: What Possibilities Do New Technologies Hold? \n\n                                      <\/a>\n                                  <\/h3>\n            \n                              \n<div class=\"f--field f--description\">\n\n    \n  <p>Authors: <span style=\"font-weight: 400\">Graham, Benjamin A.T., Jos\u00e9 Alcocer, Lauren Brown, Morteza Dehghani, Raquel Delerme,<\/span><span style=\"font-weight: 400\">*<\/span><span style=\"font-weight: 400\"> Brittany Friedman, Ellie Graeden, Rajat Heber,<\/span><span style=\"font-weight: 400\">*<\/span><span style=\"font-weight: 400\"> Jackson Trager,<\/span><span style=\"font-weight: 400\">*<\/span><span style=\"font-weight: 400\"> Mayag\u00fcez Salinas, Michael Sierra-Ar\u00e9valo, Nicholas Weller, and Shrikanth Narayanan<\/span><\/p>\n<p>Journal: Working paper. Available online via Arxiv.<\/p>\n\n\n\n<\/div>\n                      <\/div>\n\n\n        <\/div>\n      \n        <div class=\"card\">\n\n          \n          <div class=\"text-container\">\n            \n                            <h3>\n                  \n                    Police as Policymakers: How Experiences with Policy Implementation Shape Policy Representation\n\n                                  <\/h3>\n            \n                              \n<div class=\"f--field f--description\">\n\n    \n  <p>Authors: <span style=\"font-weight: 400\">Michael Sierra-Ar\u00e9valo, Jos\u00e9 J. Alcocer, Lauren Brown; Raquel Delerme; Brittany Friedman; Benjamin A.T. Graham; Kyle Hulburd, Harry G. Muttram, Jackson Trager, and Nicholas Weller<\/span><\/p>\n<p>Journal: Working paper. <a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=5766842\">Available via SSRN<\/a>.<\/p>\n\n\n\n<\/div>\n                      <\/div>\n\n\n        <\/div>\n      \n        <div class=\"card\">\n\n          \n          <div class=\"text-container\">\n            \n                            <h3>\n                  \n                    Street-Level Bureaucrats and Political Control: Do Los Angeles Police Change their Behavior in Response to Policy Changes\n\n                                  <\/h3>\n            \n                              \n<div class=\"f--field f--description\">\n\n    \n  <p>Authors: <span style=\"font-weight: 400\">Muttram, Harry, Jos\u00e9 Alcocer, Benjamin A.T. Graham, Michael Sierra-Ar\u00e9valo, and Nicholas Weller<\/span><\/p>\n<p>Journal: Working paper. <a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=5288326\">Available via SSRN<\/a>.<\/p>\n\n\n\n<\/div>\n                      <\/div>\n\n\n        <\/div>\n          <\/div>\n  \n\n  <\/div><\/div>\n\n\n\n\n\n\n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--accordions \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--accordions\"\n    \n      >\n\n    \n      <div class=\"header-container\">\n\n                  \n<div class=\"f--field f--section-title\">\n\n    \n  <h2>\n          Open Science Resources\n      <\/h2>\n\n\n<\/div>\n      \n                  \n<div class=\"f--field f--description\">\n\n    \n  <p>Our team has pioneered an approach to developing community-informed, multi-perspective AI tools to analyze BWC footage of police traffic stops. Our overall approach is described in <a href=\"https:\/\/urldefense.com\/v3\/__https:\/\/arxiv.org\/abs\/2402.01703__;!!LIr3w8kk_Xxm!u78opPlsaQUQd5LQpb3lzvmzHIAnLrtVKdNwMko8GI63n879bHVekHGN_nGX9J5JFlwcsQwVGxfiRcNiSw$\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/urldefense.com\/v3\/__https:\/\/arxiv.org\/abs\/2402.01703__;!!LIr3w8kk_Xxm!u78opPlsaQUQd5LQpb3lzvmzHIAnLrtVKdNwMko8GI63n879bHVekHGN_nGX9J5JFlwcsQwVGxfiRcNiSw$&amp;source=gmail&amp;ust=1742928931068000&amp;usg=AOvVaw2cXX4ri-DmYN0bl2z7Kuoz\">this paper<\/a>. The open-source software we developed for multi-perspective annotation is described in <a href=\"https:\/\/urldefense.com\/v3\/__https:\/\/www.ijcai.org\/proceedings\/2024\/1006.pdf__;!!LIr3w8kk_Xxm!u78opPlsaQUQd5LQpb3lzvmzHIAnLrtVKdNwMko8GI63n879bHVekHGN_nGX9J5JFlwcsQwVGxcy8AWEkw$\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/urldefense.com\/v3\/__https:\/\/www.ijcai.org\/proceedings\/2024\/1006.pdf__;!!LIr3w8kk_Xxm!u78opPlsaQUQd5LQpb3lzvmzHIAnLrtVKdNwMko8GI63n879bHVekHGN_nGX9J5JFlwcsQwVGxcy8AWEkw$&amp;source=gmail&amp;ust=1742928931068000&amp;usg=AOvVaw0W9fBVwCDrXMJTpWHQ6zUo\">this paper<\/a>. The materials we developed to train diverse annotators to assess objective and subjective elements of police traffic stops are posted via the <a href=\"https:\/\/urldefense.com\/v3\/__https:\/\/osf.io\/py6md\/__;!!LIr3w8kk_Xxm!u78opPlsaQUQd5LQpb3lzvmzHIAnLrtVKdNwMko8GI63n879bHVekHGN_nGX9J5JFlwcsQwVGxfn9VOQjQ$\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/urldefense.com\/v3\/__https:\/\/osf.io\/py6md\/__;!!LIr3w8kk_Xxm!u78opPlsaQUQd5LQpb3lzvmzHIAnLrtVKdNwMko8GI63n879bHVekHGN_nGX9J5JFlwcsQwVGxfn9VOQjQ$&amp;source=gmail&amp;ust=1742928931068000&amp;usg=AOvVaw2ACSSxIHVK5smkwxVZ__-4\">Open Science Foundation.<\/a><\/p>\n\n\n\n<\/div>\n      \n      \n    <\/div>\n  \n  \n  \n\n  <\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":750,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-206","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Publications &amp; 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