منابع
دهقان، علیرضا، محبی، نجیبه، برکت، محیا. (1395). مطالعه استیکرهای وایبر و نشانه‌شناسی ایدئولوژی‌های آن. مطالعات رسانه‌های نوین، دوره 2، شماره 7، 1-33.
نصراللهی، محمدصادق، بادین فکر، محمدجواد. (1398). نشانه‌شناسی فرهنگی-ارتباطی ایموجی‌ها در پیام رسان‌های اجتماعی، مورد مطالعة فرهنگ خانواده، فرهنگ جنسی و فرهنگ زبان دست. مطالعات رسانه‌های نوین، دور 5، شماره 17، 71-105.
سایت کنسرسیوم یونی کد، (2018)، بازنشانی شده در 20/3/2020:
سایت کنسرسیوم یونی کد، (2020)، بازنشانی شده در 20/30/2020 .
Ablon, Steven. L., Brown, Daneil. P., Khantzian, Edward. J., & Mack, John. E. (2013). Human feelings: Explorations in affect development and meaning. London: Routledge.
Agrawal, Madhulika., & Gonçalves, T. (2016). "Age and Gender Identification using Stacking for Classification". Notebook for PAN at CLEF.
Balswick, Jack. O., & Peek, Charles. W. (1971). "The inexpressive male: A tragedy of American society". Family Coordinator, 20(4), 363-368.
Birnbaum, Dana., Nosanchuk, T.A, & Croll, W.L (1980). "Children's stereotypes about sex differences in emotionality". Sex Roles, 6(3). 435-443.
Briton, Nancy. J., & Hall, Judith. A. (1995). “Beliefs about female and male nonverbal communication”. Sex Roles, 32(1-2), 79-90.
Buck, Ross, Baron, Reuben. M., Goodman, Nancy., & Shapiro, Beth. (1980). "Unitization of spontaneous nonverbal behavior in the study of emotion communication". Journal of Personality and Social Psychology, 39(3), 522-529.
Buck, Ross, Baron, Reuben.M., & Barrette, Dana. (1982). “Temporal organization of spontaneous emotional expression: A segmentation analysis”. Journal of Personality and Social Psychology, 42(3), 506-517.
Burger, John. D., Henderson, John., Kim, George., & Zarrella, Guido. (2011, July). “Discriminating gender on Twitter”. In Proceedings of the conference on empirical methods in natural language processing, pp. 1301-1309, Association for Computational Linguistics.
Chen, Zhenpeng, Xuan Lu, Wei Ai, Huoran Li, Qiaozhu Mei, and Xuanzhe Liu. (2018). “Through a gender lens: learning usage patterns of emojis from large-scale android users”. In Proceedings of the 2018 World Wide Web Conference, pp. 763-772.
Ciot, Morgane, Sonderegger, Morgan and Ruths, Derek. (2013). “Gender inference of Twitter users in non-English contexts”. In Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, pp. 1136-1145.
Danesi, Marcel. (2016). The Semiotics of Emoji: The Rise of Visual Language in the Age of the Internet. London: Bloomsbury Publishing.
De Leeuw, Eith. D., Hox, Joop. J., & Dillman, Don. A. (2008). “The cornerstones of survey research”. International handbook of survey methodology, pp. 1-17. Hove: Taylor & Francis.
Fabes, Richard. A., & Martin, Carol. Lynn. (1991). “Gender and age stereotypes of emotionality”. Personality and social psychology bulletin, 17(5), 532-540.
Freedman, Alisa. (2020). “Cultural Literacy in the Empite of Emoji Signs: who is crying?”. In Elena, Giannoulis & Lukas, R.A.Wilde (eds.) Emoticons, Kaomoji and Emoji: the transformation of communication in the digital age pp. 44-66. London: Routledge.
Gibson, Will, Huang, Pingping., & Yu, Qianyun. (2018). “Emoji and communicative action: The semiotics, sequence and gestural actions of ‘face covering hand”. Discourse, Context & Media, 26, 91-99.
López-Santamaría, Luis-Miguel, Juan Carlos Gomez, Dora-Luz Almanza-Ojeda, and Mario-Alberto Ibarra-Manzano. (2019), “Age and gender identification in unbalanced social media”. In 2019 International Conference on Electronics, Communications and Computers (CONIELECOMP), pp. 74-80. IEEE.
Goswami, Sumit, Sudeshna Sarkar, and Mayur Rustagi. “Stylometric analysis of bloggers’ age and gender”. (2009), In Third international AAAI conference on weblogs and social media.
Johannsen, Anders., Hovy, Dirk., & Søgaard, Anders. (2015, July). “Cross-lingual syntactic variation over age and gender”. In Proceedings of the nineteenth conference on computational natural language learning, pp. 103-112.
Kelly, Ryan., & Watts, Leon. (2015). “Characterising the inventive appropriation of emoji as relationally meaningful in mediated close personal relationships”. Experiences of technology appropriation: unanticipated users, usage, circumstances, and design, 2.
LaFrance, Marianne., & Banaji, Mehzarin. (1992). “Toward a reconsideration of the gender-emotion relationship”. Emotion and social behavior, 14, 178-201.
Levi, Gil., & Hassner, Tal. (2015). “Age and gender classification using convolutional neural networks”. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 34-42.
Likert, Rensis. (1932). “The likert-type scale”. Archives of Psychology, 140(55), 1-55.
Manfreda, Katja Lozar., & Vehovar, Vasja. (2008). “Internet surveys”. In Edith D. De Leeuw, Joop J. Hox, and Don A. Dillman (eds.), International Handbook on Survey Methodology, pp. 264-285. Hove: Talyor & Francis
Marquardt, James, Golnoosh Farnadi, Gayathri Vasudevan, Marie-Francine Moens, Sergio Davalos, Ankur Teredesai, and Martine De Cock. (2014). “Age and gender identification in social media”. In Proceedings of CLEF 2014 Evaluation Labs 1180, 1129-1136.
Morin, Olivier., Kelly, Piers., & Winters, James. (2018). “Writing, graphic codes, and asynchronous communication”. Topics in cognitive science, 12(2), 727-743.
Moschini, Ilaria. (2016). “The Face with Tears of Joy Emoji. A Socio-Semiotic and Multimodal Insight into a Japan-America Mash-Up”. HERMES-Journal of Language and Communication in Business, (55), 11-25.
Novak, Petra Kralj, Jasmina Smailović, Borut Sluban, and Igor Mozetič. (2015). “Sentiment of emojis”. PloS one, 10(12), 1-22.
Office, United Nation. (1982). Provisional Guidelines on Standard International Age Classifications. United Nations.
Pavalanathan, Umashanthi., & Eisenstein, Jacob. (2015). “Emoticons vs. emojis on Twitter: A causal inference approach”. arXiv preprint arXiv:1510.08480.
Peersman, Claudia., Daelemans, Walter., & Van Vaerenbergh, Leona. (2011, October). “Predicting age and gender in online social networks”. In Proceedings ofthe 3rd international workshop on Search and mining user-generatedcontents, pp. 37-44. ACM
Rodrigues, David, Marília Prada, Rui Gaspar, Margarida V. Garrido, and Diniz Lopes. (2018). “Lisbon Emoji and Emoticon Database (LEED): Norms for emoji and emoticons in seven evaluative dimensions”. Behavior research methods, 50(1), 392-405
Sampietro, Agnese. (2020). “Use and Interpretation of Emoji in Electronic-Mediated Communication: A Survey”. Visual Communication Quarterly, 27(1), 27-39.
Schler, Jonathan., and Koppel, Moshe., Argamon, Sholomo., and Pennebaker, James. (2006). “Effects of age and gender on blogging”. In AAAI Spring Symposium: Computational Approaches to Analyzing Weblogs, volume 6, pp. 199–205.
Schwartz, H. Andrew, Johannes C. Eichstaedt, Margaret L. Kern, Lukasz Dziurzynski, Stephanie M. Ramones, Megha Agrawal, Achal Shah. (2013). “Personality, gender, and age in the language of social media: The open-vocabulary approach.” PloS one, 8 (9), 1-16.
Shields, Stephanie A., & Koster, Beth A. (1989). “Emotional stereotyping of parents in child rearing manuals, 1915-1980”. Social Psychology Quarterly, 44-55.
Tadlaoui, Mouenis A., Khaldi, Mohamed & Carvalho, Rommel N. (2019). Development of Bayesian Networks From Use Case Diagrams for Managing the Learner Model. Pennsylvania: Global.
Wang, Jia, Yungang Feng, Elham Naghizade, Lida Rashidi, Kwan Hui Lim, and Kate Lee. (2018). “Happiness is a choice: sentiment and activity-aware location recommendation”. In Companion Proceedings of the The Web Conference, pp. 1401-1405.
Wilson, Chauncey. (2013). Credible checklists and quality questionnaires: A user-centered design method. Amsterdam: Elsevier.
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