{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T20:34:09Z","timestamp":1776112449847,"version":"3.50.1"},"reference-count":70,"publisher":"Association for Computing Machinery (ACM)","issue":"CSCW","license":[{"start":{"date-parts":[[2019,11,7]],"date-time":"2019-11-07T00:00:00Z","timestamp":1573084800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Research Grants Council of the Hong Kong Special Administrative Region China","award":["C6030-18G"],"award-info":[{"award-number":["C6030-18G"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["Proc. ACM Hum.-Comput. Interact."],"published-print":{"date-parts":[[2019,11,7]]},"abstract":"<jats:p>Affectionate communication, the conveyance of closeness, care, and fondness for another, plays a key role in romantic relationships. While the pervasive use of digital technology for communication limits affectionate interaction through nonverbal cues -- a major channel of expression in face-to-face settings, there have been few approaches which scaffold couples' romantic text conversations. To bridge this gap, we propose a novel interactive system Lily which gives users inspirations to enrich their romantic expressions in text messaging. It first listens to users' original input and then recommends romantic lyrics holding the closest meaning in real-time during chats with partners. After a three-day empirical study, participants who are real-life couples reported that they not only received useful cues from Lily in terms of how to polish their affectionate expressions, but also learnt to enrich the conversation with topics enlightened by its recommendations. Based on our findings, we finally provide several design considerations for actual deployment of such an application.<\/jats:p>","DOI":"10.1145\/3359181","type":"journal-article","created":{"date-parts":[[2019,11,8]],"date-time":"2019-11-08T13:40:21Z","timestamp":1573220421000},"page":"1-27","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":25,"title":["Love in Lyrics"],"prefix":"10.1145","volume":"3","author":[{"given":"Taewook","family":"Kim","sequence":"first","affiliation":[{"name":"Hong Kong University of Science and Technology, Hong Kong, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jung Soo","family":"Lee","sequence":"additional","affiliation":[{"name":"Korea University, Seoul, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhenhui","family":"Peng","sequence":"additional","affiliation":[{"name":"Hong Kong University of Science and Technology, Hong Kong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaojuan","family":"Ma","sequence":"additional","affiliation":[{"name":"Hong Kong University of Science and Technology, Hong Kong, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2019,11,7]]},"reference":[{"key":"e_1_2_1_1_1","volume-title":"Top 15 Most Popular Music Websites |","year":"2019","unstructured":"2019. Top 15 Most Popular Music Websites | January 2019 . http:\/\/www.ebizmba.com\/articles\/music-websites. 2019. Top 15 Most Popular Music Websites | January 2019. http:\/\/www.ebizmba.com\/articles\/music-websites."},{"key":"e_1_2_1_2_1","first-page":"1","article-title":"Generalized imitative affection: relationship to prior kinds of imitation training","volume":"16","author":"Pearson D.","year":"1973","unstructured":"Pearson D. Acker L. E, Acker M. A. 1973 . Generalized imitative affection: relationship to prior kinds of imitation training . Journal of experimental child psychology 16 , 1 (Aug. 1973), 111--125. https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/4722555 Pearson D. Acker L. E, Acker M. A. 1973. Generalized imitative affection: relationship to prior kinds of imitation training. Journal of experimental child psychology 16, 1 (Aug. 1973), 111--125. https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/4722555","journal-title":"Journal of experimental child psychology"},{"key":"e_1_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3134655"},{"key":"e_1_2_1_4_1","volume-title":"Heyman","author":"Aron Arthur","year":"2000","unstructured":"Arthur Aron , Christina Norman , Elaine Aron , Colin McKenna , and Richard E . Heyman . 2000 . Couples' shared participation in novel and arousing activities and experienced relationship quality. Journal of personality and social psychology 78 (03 2000), 273--84. https:\/\/doi.org\/10.1037\/\/0022--3514.78.2.273 Arthur Aron, Christina Norman, Elaine Aron, Colin McKenna, and Richard E. Heyman. 2000. Couples' shared participation in novel and arousing activities and experienced relationship quality. Journal of personality and social psychology 78 (03 2000), 273--84. https:\/\/doi.org\/10.1037\/\/0022--3514.78.2.273"},{"key":"e_1_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1207\/s15327957pspr0301_3"},{"key":"e_1_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1037\/0022-3514.57.5.792"},{"key":"e_1_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1191\/1478088706qp063oa"},{"key":"e_1_2_1_8_1","doi-asserted-by":"crossref","unstructured":"Miller Robert E. Caul William F. Buck Ross W. Savin Virginia J. [n. d.]. Communication of affect through facial expressions in humans. Journal of Personality and Social Psychology 23 3 ([n. d.]) 362--371. https:\/\/doi.org\/10.1037\/ h0033171  Miller Robert E. Caul William F. Buck Ross W. Savin Virginia J. [n. d.]. Communication of affect through facial expressions in humans. Journal of Personality and Social Psychology 23 3 ([n. d.]) 362--371. https:\/\/doi.org\/10.1037\/ h0033171","DOI":"10.1037\/h0033171"},{"key":"e_1_2_1_9_1","volume-title":"Nonverbal Communication: The Unspoken Dialogue","author":"Burgoon J.K.","year":"1996","unstructured":"J.K. Burgoon , D.B. Buller , and W.G. Woodall . 1996 . Nonverbal Communication: The Unspoken Dialogue . McGraw-Hill . https:\/\/books.google.com\/books?id=pG-xQgAACAAJ J.K. Burgoon, D.B. Buller, and W.G. Woodall. 1996. Nonverbal Communication: The Unspoken Dialogue. McGraw-Hill. https:\/\/books.google.com\/books?id=pG-xQgAACAAJ"},{"key":"e_1_2_1_10_1","volume-title":"Calvo and Dorian Peters","author":"Rafael","year":"2014","unstructured":"Rafael A. Calvo and Dorian Peters . 2014 . Positive Computing : Technology for Well-Being and Human Potential. The MIT Press . Rafael A. Calvo and Dorian Peters. 2014. Positive Computing: Technology for Well-Being and Human Potential. The MIT Press."},{"key":"e_1_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3274299"},{"key":"e_1_2_1_12_1","first-page":"253","article-title":"Understanding people's perceptions of relationships is crucial to understanding their emotional lives","volume":"2","author":"Clark Fitness J.","year":"2001","unstructured":"Fitness J. Clark , M. S. and Brissette . 2001 . Understanding people's perceptions of relationships is crucial to understanding their emotional lives . Handbook of Social Psychology 2 (2001), 253 -- 278 . Fitness J. Clark, M. S. and Brissette. 2001. Understanding people's perceptions of relationships is crucial to understanding their emotional lives. Handbook of Social Psychology 2 (2001), 253--278.","journal-title":"Handbook of Social Psychology"},{"key":"e_1_2_1_13_1","volume-title":"the Neuropsychology of Music","author":"Clynes Manfred","unstructured":"Manfred Clynes . 1982. Music, Mind, and Brain : the Neuropsychology of Music . Springer US Imprint Springer , Boston, MA . Manfred Clynes. 1982. Music, Mind, and Brain : the Neuropsychology of Music. Springer US Imprint Springer, Boston, MA."},{"key":"e_1_2_1_14_1","volume-title":"Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (CHI '15)","author":"Cramer Henriette","unstructured":"Henriette Cramer and Maia L. Jacobs . 2015. Couples' Communication Channels: What, When & Why? . In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (CHI '15) . ACM, New York, NY, USA, 709--712. https:\/\/doi.org\/10.1145\/2702123.2702356 Henriette Cramer and Maia L. Jacobs. 2015. Couples' Communication Channels: What, When & Why?. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (CHI '15). ACM, New York, NY, USA, 709--712. https:\/\/doi.org\/10.1145\/2702123.2702356"},{"key":"e_1_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300844"},{"key":"e_1_2_1_16_1","volume-title":"Proceedings of the 2nd Workshop on Cognitive Modeling and Computational Linguistics. Association for Computational Linguistics","author":"Danescu-Niculescu-Mizil Cristian","year":"2011","unstructured":"Cristian Danescu-Niculescu-Mizil and Lillian Lee . 2011 . Chameleons in Imagined Conversations: A New Approach to Understanding Coordination of Linguistic Style in Dialogs . In Proceedings of the 2nd Workshop on Cognitive Modeling and Computational Linguistics. Association for Computational Linguistics , Portland, Oregon, USA, 76--87. https:\/\/www.aclweb.org\/anthology\/W11-0609 Cristian Danescu-Niculescu-Mizil and Lillian Lee. 2011. Chameleons in Imagined Conversations: A New Approach to Understanding Coordination of Linguistic Style in Dialogs. In Proceedings of the 2nd Workshop on Cognitive Modeling and Computational Linguistics. Association for Computational Linguistics, Portland, Oregon, USA, 76--87. https:\/\/www.aclweb.org\/anthology\/W11-0609"},{"key":"e_1_2_1_17_1","volume-title":"BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. arXiv preprint arXiv:1810.04805","author":"Devlin Jacob","year":"2018","unstructured":"Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. arXiv preprint arXiv:1810.04805 (2018). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. arXiv preprint arXiv:1810.04805 (2018)."},{"key":"e_1_2_1_18_1","volume-title":"The Unidimensional Relationship Closeness Scale (URCS): Reliability and Validity Evidence for a New Measure of Relationship Closeness. Psychological assessment 24 (11","author":"Dibble Jayson","year":"2011","unstructured":"Jayson Dibble , Timothy Levine , and Hee Sun Park . 2011. The Unidimensional Relationship Closeness Scale (URCS): Reliability and Validity Evidence for a New Measure of Relationship Closeness. Psychological assessment 24 (11 2011 ), 565--72. https:\/\/doi.org\/10.1037\/a0026265 Jayson Dibble, Timothy Levine, and Hee Sun Park. 2011. The Unidimensional Relationship Closeness Scale (URCS): Reliability and Validity Evidence for a New Measure of Relationship Closeness. Psychological assessment 24 (11 2011), 565--72. https:\/\/doi.org\/10.1037\/a0026265"},{"key":"e_1_2_1_19_1","volume-title":"Science 298, 5596","author":"Dolan R. J.","year":"2002","unstructured":"R. J. Dolan . 2002. Emotion, Cognition, and Behavior. Science 298, 5596 ( 2002 ), 1191--1194. https:\/\/doi.org\/10.1126\/ science.1076358 R. J. Dolan. 2002. Emotion, Cognition, and Behavior. Science 298, 5596 (2002), 1191--1194. https:\/\/doi.org\/10.1126\/ science.1076358"},{"key":"e_1_2_1_20_1","first-page":"255","article-title":"Facilitation of affectionate-like behaviors in the play of young children","volume":"14","author":"Acker","year":"1984","unstructured":"Acker L. E and Marton J. 1984 . Facilitation of affectionate-like behaviors in the play of young children . Child Study Journal 14 (1984), 255 -- 269 . Acker L. E and Marton J. 1984. Facilitation of affectionate-like behaviors in the play of young children. Child Study Journal 14 (1984), 255--269.","journal-title":"Child Study Journal"},{"key":"e_1_2_1_21_1","volume-title":"Friesen","author":"Ekman Paul","year":"1969","unstructured":"Paul Ekman and Wallace V . Friesen . 1969 . The Repertoire of Nonverbal Behavior: Categories, Origins , Usage, and Coding. Semiotica 1, 1 (1969). https:\/\/doi.org\/10.1515\/semi.1969.1.1.49 Paul Ekman and Wallace V. Friesen. 1969. The Repertoire of Nonverbal Behavior: Categories, Origins, Usage, and Coding. Semiotica 1, 1 (1969). https:\/\/doi.org\/10.1515\/semi.1969.1.1.49"},{"key":"e_1_2_1_22_1","volume-title":"Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015","author":"Ellis Robert J.","year":"2015","unstructured":"Robert J. Ellis , Zhe Xing , Jiakun Fang , and Ye Wang . 2015 . Quantifying Lexical Novelty in Song Lyrics . In Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015 , M\u00e1laga, Spain, October 26--30 , 2015. 694--700. http:\/\/ismir2015.uma.es\/articles\/116_Paper.pdf Robert J. Ellis, Zhe Xing, Jiakun Fang, and Ye Wang. 2015. Quantifying Lexical Novelty in Song Lyrics. In Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, M\u00e1laga, Spain, October 26--30, 2015. 694--700. http:\/\/ismir2015.uma.es\/articles\/116_Paper.pdf"},{"key":"e_1_2_1_23_1","volume-title":"Companion of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW '17 Companion)","author":"Exposito Marc","unstructured":"Marc Exposito , Vicky Zeamer , and Pattie Maes . 2017. Unobtrusive Note Taking: Enriching Digital Interpersonal Interactions Using Gestures . In Companion of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW '17 Companion) . ACM , New York, NY, USA , 167--170. https:\/\/doi.org\/10.1145\/3022198.3026319 Marc Exposito, Vicky Zeamer, and Pattie Maes. 2017. Unobtrusive Note Taking: Enriching Digital Interpersonal Interactions Using Gestures. In Companion of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW '17 Companion). ACM, New York, NY, USA, 167--170. https:\/\/doi.org\/10.1145\/3022198.3026319"},{"key":"e_1_2_1_24_1","volume-title":"Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers. Dublin City University and Association for Computational Linguistics, 620--631","author":"Fell Michael","year":"2014","unstructured":"Michael Fell and Caroline Sporleder . 2014 . Lyrics-based Analysis and Classification of Music . In Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers. Dublin City University and Association for Computational Linguistics, 620--631 . http:\/\/aclweb.org\/anthology\/C14--1059 Michael Fell and Caroline Sporleder. 2014. Lyrics-based Analysis and Classification of Music. In Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers. Dublin City University and Association for Computational Linguistics, 620--631. http:\/\/aclweb.org\/anthology\/C14--1059"},{"key":"e_1_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1080\/01463379809370092"},{"key":"e_1_2_1_26_1","volume-title":"Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (CHI '19)","author":"Griggio Carla F.","unstructured":"Carla F. Griggio , Midas Nouwens , Joanna McGrenere , and Wendy E. Mackay . 2019. Augmenting Couples' Communication with Lifelines: Shared Timelines of Mixed Contextual Information . In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (CHI '19) . ACM, New York, NY, USA, Article 623, 13 pages. https:\/\/doi.org\/10.1145\/3290605.3300853 Carla F. Griggio, Midas Nouwens, Joanna McGrenere, and Wendy E. Mackay. 2019. Augmenting Couples' Communication with Lifelines: Shared Timelines of Mixed Contextual Information. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (CHI '19). ACM, New York, NY, USA, Article 623, 13 pages. https:\/\/doi.org\/10.1145\/3290605.3300853"},{"key":"e_1_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1037\/0022-3514.72.2.435"},{"key":"e_1_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1080\/03637750009376515"},{"key":"e_1_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/2395131.2395137"},{"key":"e_1_2_1_30_1","volume-title":"John","author":"Gross James J.","year":"1997","unstructured":"James J. Gross and Oliver P . John . 1997 . Revealing Feelings : Facets of Emotional Expressivity in Self-Reports, Peer Ratings, and Behavior. Journal of personality and social psychology 72 (03 1997), 435--48. https:\/\/doi.org\/10.1037\/ 0022--3514.72.2.435 James J. Gross and Oliver P. John. 1997. Revealing Feelings: Facets of Emotional Expressivity in Self-Reports, Peer Ratings, and Behavior. Journal of personality and social psychology 72 (03 1997), 435--48. https:\/\/doi.org\/10.1037\/ 0022--3514.72.2.435"},{"key":"e_1_2_1_31_1","volume-title":"John and Sanjay Srivastava","author":"Oliver","year":"1999","unstructured":"Oliver P. John and Sanjay Srivastava . 1999 . The Big Five trait taxonomy: History, measurement, and theoretical perspectives. In Handbook of Personality: Theory and Research (second ed.), Lawrence A. Pervin and Oliver P. John (Eds.). Guilford Press , New York, 102--138. Oliver P. John and Sanjay Srivastava. 1999. The Big Five trait taxonomy: History, measurement, and theoretical perspectives. In Handbook of Personality: Theory and Research (second ed.), Lawrence A. Pervin and Oliver P. John (Eds.). Guilford Press, New York, 102--138."},{"key":"e_1_2_1_32_1","volume-title":"Music and emotion: theory and research","author":"Juslin Patrik","unstructured":"Patrik Juslin . 2001. Music and emotion: theory and research . Oxford University Press , Oxford New York. Patrik Juslin. 2001. Music and emotion: theory and research. Oxford University Press, Oxford New York."},{"key":"e_1_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/2926720"},{"key":"e_1_2_1_34_1","unstructured":"H.H. Kelley E. Berscheid and A. Christensen. 2002. Close Relationships. Percheron Press. https:\/\/books.google.com. hk\/books?id=16BZAAAACAAJ  H.H. Kelley E. Berscheid and A. Christensen. 2002. Close Relationships. Percheron Press. https:\/\/books.google.com. hk\/books?id=16BZAAAACAAJ"},{"key":"e_1_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/2998181.2998184"},{"key":"e_1_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/2685553.2699004"},{"key":"e_1_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/3274356"},{"key":"e_1_2_1_38_1","volume-title":"Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW '15)","author":"Lim Kim","year":"2015","unstructured":"Da-jung Kim and Youn-kyung Lim . 2015 . Dwelling Places in KakaoTalk: Understanding the Roles and Meanings of Chatrooms in Mobile Instant Messengers . In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW '15) . ACM, New York, NY, USA, 775--784. https:\/\/doi.org\/10.1145\/2675133.2675198 Da-jung Kim and Youn-kyung Lim. 2015. Dwelling Places in KakaoTalk: Understanding the Roles and Meanings of Chatrooms in Mobile Instant Messengers. In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW '15). ACM, New York, NY, USA, 775--784. https:\/\/doi.org\/10.1145\/2675133.2675198"},{"key":"e_1_2_1_39_1","volume-title":"11th International Society for Music Information and Retrieval Conference.","author":"Kim Youngmoo E.","year":"2010","unstructured":"Youngmoo E. Kim , Erik M. Schmidt , Raymond Migneco , On G. Morton , Patrick Richardson , Jeffrey Scott , Jacquelin A. Speck , and Douglas Turnbull . 2010 . Emotion Recognition: a State of the Art Review . In 11th International Society for Music Information and Retrieval Conference. Youngmoo E. Kim, Erik M. Schmidt, Raymond Migneco, On G. Morton, Patrick Richardson, Jeffrey Scott, Jacquelin A. Speck, and Douglas Turnbull. 2010. Emotion Recognition: a State of the Art Review. In 11th International Society for Music Information and Retrieval Conference."},{"key":"e_1_2_1_40_1","volume-title":"Federated Learning: Strategies for Improving Communication Efficiency. In NIPS Workshop on Private Multi-Party Machine Learning. https:\/\/arxiv.org\/abs\/1610","author":"Koneffn\u00fd Jakub","year":"2016","unstructured":"Jakub Koneffn\u00fd , H. Brendan McMahan , Felix X. Yu , Peter Richtarik , Ananda Theertha Suresh , and Dave Bacon . 2016 . Federated Learning: Strategies for Improving Communication Efficiency. In NIPS Workshop on Private Multi-Party Machine Learning. https:\/\/arxiv.org\/abs\/1610 .05492 Jakub Koneffn\u00fd, H. Brendan McMahan, Felix X. Yu, Peter Richtarik, Ananda Theertha Suresh, and Dave Bacon. 2016. Federated Learning: Strategies for Improving Communication Efficiency. In NIPS Workshop on Private Multi-Party Machine Learning. https:\/\/arxiv.org\/abs\/1610.05492"},{"key":"e_1_2_1_41_1","unstructured":"Dawei Li Xiaolong Wang and Deguang Kong. 2018. DeepRebirth: Accelerating Deep Neural Network Execution on Mobile Devices. https:\/\/www.aaai.org\/ocs\/index.php\/AAAI\/AAAI18\/paper\/view\/16652  Dawei Li Xiaolong Wang and Deguang Kong. 2018. DeepRebirth: Accelerating Deep Neural Network Execution on Mobile Devices. https:\/\/www.aaai.org\/ocs\/index.php\/AAAI\/AAAI18\/paper\/view\/16652"},{"key":"e_1_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/2818048.2819945"},{"key":"e_1_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/3274379"},{"key":"e_1_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/2901790.2901800"},{"key":"e_1_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.5555\/2390948.2391015"},{"key":"e_1_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/2207676.2207785"},{"key":"e_1_2_1_47_1","volume-title":"Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17)","author":"Nouwens Midas","unstructured":"Midas Nouwens , Carla F. Griggio , and Wendy E. Mackay . 2017. \"WhatsApp is for Family; Messenger is for Friends\": Communication Places in App Ecosystems . In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17) . ACM, New York, NY, USA, 727--735. https:\/\/doi.org\/10.1145\/3025453.3025484 Midas Nouwens, Carla F. Griggio, and Wendy E. Mackay. 2017. \"WhatsApp is for Family; Messenger is for Friends\": Communication Places in App Ecosystems. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 727--735. https:\/\/doi.org\/10.1145\/3025453.3025484"},{"key":"e_1_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/2531602.2531679"},{"key":"e_1_2_1_49_1","volume-title":"What You Don't Know Won't Hurt Me: Impression Management Functions of Communication Channels in Relationships. Human Communication Research 26, 3 (01","author":"O'Sullivan Patrick B.","year":"2006","unstructured":"Patrick B. O'Sullivan . 2006. What You Don't Know Won't Hurt Me: Impression Management Functions of Communication Channels in Relationships. Human Communication Research 26, 3 (01 2006 ), 403--431. https:\/\/doi.org\/10.1111\/j. 1468--2958.2000.tb00763.x Patrick B. O'Sullivan. 2006. What You Don't Know Won't Hurt Me: Impression Management Functions of Communication Channels in Relationships. Human Communication Research 26, 3 (01 2006), 403--431. https:\/\/doi.org\/10.1111\/j. 1468--2958.2000.tb00763.x"},{"key":"e_1_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1080\/07491409.1987.11089701"},{"key":"e_1_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1145\/3022198.3026320"},{"key":"e_1_2_1_52_1","volume-title":"Manning","author":"Pennington Jeffrey","year":"2014","unstructured":"Jeffrey Pennington , Richard Socher , and Christopher D . Manning . 2014 . GloVe: Global Vectors for Word Representation. In Empirical Methods in Natural Language Processing (EMNLP) . 1532--1543. http:\/\/www.aclweb.org\/anthology\/D14--1162 Jeffrey Pennington, Richard Socher, and Christopher D. Manning. 2014. GloVe: Global Vectors for Word Representation. In Empirical Methods in Natural Language Processing (EMNLP). 1532--1543. http:\/\/www.aclweb.org\/anthology\/D14--1162"},{"key":"e_1_2_1_53_1","volume-title":"The Psychology of Intimacy","author":"Prager K.J.","unstructured":"K.J. Prager . 1997. The Psychology of Intimacy . Guilford Publications . https:\/\/books.google.com\/books?id= xGjOKn9TPj0C K.J. Prager. 1997. The Psychology of Intimacy. Guilford Publications. https:\/\/books.google.com\/books?id= xGjOKn9TPj0C"},{"key":"e_1_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1177\/0265407598154001"},{"key":"e_1_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022117500440"},{"key":"e_1_2_1_56_1","volume-title":"women and change: A sociology of marriage and family","author":"Scanzoni John","unstructured":"John Scanzoni , Letha;Scanzoni. 1976. Men , women and change: A sociology of marriage and family . McGraw-Hill , New York, NY , US. John Scanzoni, Letha;Scanzoni. 1976. Men, women and change: A sociology of marriage and family. McGraw-Hill, New York, NY, US."},{"key":"e_1_2_1_57_1","doi-asserted-by":"publisher","DOI":"10.1080\/0929821042000317822"},{"key":"e_1_2_1_58_1","volume-title":"Proceedings of the 2013 Conference on Computer Supported Cooperative Work (CSCW '13)","author":"Lauren","year":"1804","unstructured":"Lauren E. Scissors and Darren Gergle. 2013. \"Back and Forth, Back and Forth\": Channel Switching in Romantic Couple Conflict . In Proceedings of the 2013 Conference on Computer Supported Cooperative Work (CSCW '13) . ACM, New York, NY, USA, 237--248. https:\/\/doi.org\/10.1145\/2441776.244 1804 Lauren E. Scissors and Darren Gergle. 2013. \"Back and Forth, Back and Forth\": Channel Switching in Romantic Couple Conflict. In Proceedings of the 2013 Conference on Computer Supported Cooperative Work (CSCW '13). ACM, New York, NY, USA, 237--248. https:\/\/doi.org\/10.1145\/2441776.2441804"},{"key":"e_1_2_1_59_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2557177"},{"key":"e_1_2_1_60_1","first-page":"283","article-title":"Explorations of verbal affection and aggression","volume":"6","author":"Shuntich Richard M.","year":"1991","unstructured":"Richard M. Shuntich , Richard J. Shapiro . 1991 . Explorations of verbal affection and aggression . Journal of Social Behavior & Personality 6 , 2 (1991), 283 -- 300 . https:\/\/psycnet.apa.org\/record\/1991--33114-001 Richard M. Shuntich, Richard J. Shapiro. 1991. Explorations of verbal affection and aggression. Journal of Social Behavior & Personality 6, 2 (1991), 283--300. https:\/\/psycnet.apa.org\/record\/1991--33114-001","journal-title":"Journal of Social Behavior & Personality"},{"key":"e_1_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.2307\/584810"},{"key":"e_1_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173675"},{"key":"e_1_2_1_63_1","first-page":"177","article-title":"Development and evaluation of a system to measure affectionate behavior","volume":"1","author":"Fox Twardosz S. Schwartz J.","year":"1979","unstructured":"S. Schwartz J. Fox Twardosz , S. and J. L. Cunningham . 1979 . Development and evaluation of a system to measure affectionate behavior . Behavioral Assessment 1 (1979), 177 -- 190 . S. Schwartz J. Fox Twardosz, S. and J. L. Cunningham. 1979. Development and evaluation of a system to measure affectionate behavior. Behavioral Assessment 1 (1979), 177--190.","journal-title":"Behavioral Assessment"},{"key":"e_1_2_1_64_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W18-5446"},{"key":"e_1_2_1_65_1","volume-title":"Proceedings of the 28th Pacific Asia Conference on Language, Information and Computing. http:\/\/aclweb.org\/anthology\/Y14--1049","author":"Watanabe Kento","year":"2014","unstructured":"Kento Watanabe , Yuichiroh Matsubayashi , Kentaro Inui , and Masataka Goto . 2014 . Modeling Structural Topic Transitions for Automatic Lyrics Generation . In Proceedings of the 28th Pacific Asia Conference on Language, Information and Computing. http:\/\/aclweb.org\/anthology\/Y14--1049 Kento Watanabe, Yuichiroh Matsubayashi, Kentaro Inui, and Masataka Goto. 2014. Modeling Structural Topic Transitions for Automatic Lyrics Generation. In Proceedings of the 28th Pacific Asia Conference on Language, Information and Computing. http:\/\/aclweb.org\/anthology\/Y14--1049"},{"key":"e_1_2_1_66_1","doi-asserted-by":"publisher","DOI":"10.1145\/3025171.3025194"},{"key":"e_1_2_1_67_1","unstructured":"Han Xiao. 2018. bert-as-service. https:\/\/github.com\/hanxiao\/bert-as-service.  Han Xiao. 2018. bert-as-service. https:\/\/github.com\/hanxiao\/bert-as-service."},{"key":"e_1_2_1_68_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISM.2009.123"},{"key":"e_1_2_1_69_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W18-3022"},{"key":"e_1_2_1_70_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-1125"}],"container-title":["Proceedings of the ACM on Human-Computer Interaction"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3359181","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3359181","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:12:53Z","timestamp":1750201973000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3359181"}},"subtitle":["An Exploration of Supporting Textual Manifestation of Affection in Social Messaging"],"short-title":[],"issued":{"date-parts":[[2019,11,7]]},"references-count":70,"journal-issue":{"issue":"CSCW","published-print":{"date-parts":[[2019,11,7]]}},"alternative-id":["10.1145\/3359181"],"URL":"https:\/\/doi.org\/10.1145\/3359181","relation":{},"ISSN":["2573-0142"],"issn-type":[{"value":"2573-0142","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,11,7]]},"assertion":[{"value":"2019-11-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}