{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T09:19:43Z","timestamp":1784107183610,"version":"3.55.0"},"publisher-location":"New York, NY, USA","reference-count":19,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,10,23]],"date-time":"2017-10-23T00:00:00Z","timestamp":1508716800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"National Natural Science Foundation of China","award":["61501035"],"award-info":[{"award-number":["61501035"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,10,23]]},"DOI":"10.1145\/3133944.3133951","type":"proceedings-article","created":{"date-parts":[[2017,10,20]],"date-time":"2017-10-20T19:24:32Z","timestamp":1508527472000},"page":"61-68","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":73,"title":["A Random Forest Regression Method With Selected-Text Feature For Depression Assessment"],"prefix":"10.1145","author":[{"given":"Bo","family":"Sun","sequence":"first","affiliation":[{"name":"Beijing Normal University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yinghui","family":"Zhang","sequence":"additional","affiliation":[{"name":"Beijing Normal University, Beijing &amp; Hebei Finance University, Baoding, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jun","family":"He","sequence":"additional","affiliation":[{"name":"Beijing Normal University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lejun","family":"Yu","sequence":"additional","affiliation":[{"name":"Beijing Normal University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qihua","family":"Xu","sequence":"additional","affiliation":[{"name":"Beijing Normal University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dongliang","family":"Li","sequence":"additional","affiliation":[{"name":"Beijing Normal University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhaoying","family":"Wang","sequence":"additional","affiliation":[{"name":"Beijing Normal University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2017,10,23]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2013.53"},{"key":"e_1_3_2_1_2_1","volume-title":"2014 IEEE International Workshop on. IEEE, 1--5.","author":"Asgari Meysam","unstructured":"Meysam Asgari , Izhak Shafran , and Lisa B. Sheeber . 2014. Inferring clinical depression from speech and spoken utterances Machine Learning for Signal Processing (MLSP) , 2014 IEEE International Workshop on. IEEE, 1--5. Meysam Asgari, Izhak Shafran, and Lisa B. Sheeber. 2014. Inferring clinical depression from speech and spoken utterances Machine Learning for Signal Processing (MLSP), 2014 IEEE International Workshop on. IEEE, 1--5."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","unstructured":"Nicholas Cummins Julien Epps Michael Breakspear and Roland Goecke. 2011. An investigation of depressed speech detection: Features and normalization Twelfth Annual Conference of the International Speech Communication Association.  Nicholas Cummins Julien Epps Michael Breakspear and Roland Goecke. 2011. An investigation of depressed speech detection: Features and normalization Twelfth Annual Conference of the International Speech Communication Association.","DOI":"10.21437\/Interspeech.2011-750"},{"key":"e_1_3_2_1_4_1","first-page":"1","article-title":"Predicting Depression via Social Media","volume":"13","author":"Choudhury Munmun De","year":"2013","unstructured":"Munmun De Choudhury , Michael Gamon , Scott Counts , and Eric Horvitz . 2013 . Predicting Depression via Social Media . ICWSM Vol. 13 (2013), 1 -- 10 . Munmun De Choudhury, Michael Gamon, Scott Counts, and Eric Horvitz. 2013. Predicting Depression via Social Media. ICWSM Vol. 13 (2013), 1--10.","journal-title":"ICWSM"},{"key":"e_1_3_2_1_5_1","volume-title":"Lanct\u00f4t","author":"Dinoff Adam","year":"2017","unstructured":"Adam Dinoff , Nathan Herrmann , and Krista L . Lanct\u00f4t . 2017 . Ceramides and depression: A systematic review. Journal of Affective Disorders ( 2017). Adam Dinoff, Nathan Herrmann, and Krista L. Lanct\u00f4t. 2017. Ceramides and depression: A systematic review. Journal of Affective Disorders (2017)."},{"key":"e_1_3_2_1_6_1","unstructured":"Jonathan Gratch Ron Artstein Gale M. Lucas Giota Stratou Stefan Scherer Angela Nazarian Rachel Wood Jill Boberg David DeVault Stacy Marsella etal 2014. The Distress Analysis Interview Corpus of human and computer interviews. LREC. 3123--3128.  Jonathan Gratch Ron Artstein Gale M. Lucas Giota Stratou Stefan Scherer Angela Nazarian Rachel Wood Jill Boberg David DeVault Stacy Marsella et al. 2014. The Distress Analysis Interview Corpus of human and computer interviews. LREC. 3123--3128."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2015.7344581"},{"key":"e_1_3_2_1_8_1","unstructured":"Natasha Jaques Sara Taylor Ehimwenma Nosakhare Akane Sano and Rosalind Picard. {n. d.}. Multi-task Learning for Predicting Health Stress and Happiness. (. {n. d.}).  Natasha Jaques Sara Taylor Ehimwenma Nosakhare Akane Sano and Rosalind Picard. {n. d.}. Multi-task Learning for Predicting Health Stress and Happiness. (. {n. d.})."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2008.06.026"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/2988257.2988267"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneuroling.2006.04.001"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2988257.2988261"},{"key":"e_1_3_2_1_13_1","volume-title":"Delft","author":"Brian Ooi Kuan Ee","year":"2011","unstructured":"Kuan Ee Brian Ooi , Lu-Shih Alex Low , Margaret Lech , and Nicholas Allen . 2011 . Prediction of clinical depression in adolescents using facial image analaysis WIAMIS 2011: 12th International Workshop on Image Analysis for Multimedia Interactive Services , Delft , The Netherlands , April 13-15, 2011. TU Delft; EWI; MM; PRB. Kuan Ee Brian Ooi, Lu-Shih Alex Low, Margaret Lech, and Nicholas Allen. 2011. Prediction of clinical depression in adolescents using facial image analaysis WIAMIS 2011: 12th International Workshop on Image Analysis for Multimedia Interactive Services, Delft, The Netherlands, April 13-15, 2011. TU Delft; EWI; MM; PRB."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3133944.3133953"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/2661806.2661819"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2988257.2988258"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/2661806.2661807"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/2512530.2512533"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2988257.2988269"}],"event":{"name":"MM '17: ACM Multimedia Conference","location":"Mountain View California USA","acronym":"MM '17","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings of the 7th Annual Workshop on Audio\/Visual Emotion Challenge"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3133944.3133951","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3133944.3133951","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:13:26Z","timestamp":1750212806000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3133944.3133951"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,10,23]]},"references-count":19,"alternative-id":["10.1145\/3133944.3133951","10.1145\/3133944"],"URL":"https:\/\/doi.org\/10.1145\/3133944.3133951","relation":{},"subject":[],"published":{"date-parts":[[2017,10,23]]},"assertion":[{"value":"2017-10-23","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}