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Multimedia Comput. Commun. Appl."],"published-print":{"date-parts":[[2019,5,31]]},"abstract":"<jats:p>Presentation has been an effective method for delivering information to an audience for many years. Over the past few decades, technological advancements have revolutionized the way humans deliver presentation. Conventionally, the quality of a presentation is usually evaluated through painstaking manual analysis with experts. Although the expert feedback is effective in assisting users to improve their presentation skills, manual evaluation suffers from high cost and is often not available to most individuals. In this work, we propose a novel multi-sensor self-quantification system for presentations, which is designed based on a new proposed assessment rubric. We present our analytics model with conventional ambient sensors (i.e.,\u00a0static cameras and Kinect sensor) and the emerging wearable egocentric sensors (i.e.,\u00a0Google Glass). In addition, we performed a cross-correlation analysis of speaker\u2019s vocal behavior and body language. The proposed framework is evaluated on a new presentation dataset, namely, NUS Multi-Sensor Presentation dataset, which consists of 51 presentations covering a diverse range of topics. To validate the efficacy of the proposed system, we have conducted a series of user studies with the speakers and an interview with an English communication expert, which reveals positive and promising feedback.<\/jats:p>","DOI":"10.1145\/3300941","type":"journal-article","created":{"date-parts":[[2019,6,6]],"date-time":"2019-06-06T12:28:42Z","timestamp":1559824122000},"page":"1-21","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["A Multi-sensor Framework for Personal Presentation Analytics"],"prefix":"10.1145","volume":"15","author":[{"given":"Tian","family":"Gan","sequence":"first","affiliation":[{"name":"Shandong University, China"}]},{"given":"Junnan","family":"Li","sequence":"additional","affiliation":[{"name":"National University of Singapore, Singapore"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1239-4428","authenticated-orcid":false,"given":"Yongkang","family":"Wong","sequence":"additional","affiliation":[{"name":"National University of Singapore, Singapore"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4846-2015","authenticated-orcid":false,"given":"Mohan S.","family":"Kankanhalli","sequence":"additional","affiliation":[{"name":"National University of Singapore, Singapore"}]}],"member":"320","published-online":{"date-parts":[[2019,6,5]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-85287-2_5"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1080\/15434303.2015.1133626"},{"key":"e_1_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2009.4960719"},{"key":"e_1_2_1_4_1","volume-title":"Assessing Student Achievement in General Education: Assessment Update Collections","author":"Banta Trudy W."},{"key":"e_1_2_1_5_1","doi-asserted-by":"crossref","unstructured":"Dean C. 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