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A Large Scale Knowledge Base Representing the Base Form of Kaomoji

Noriyuki Okumura
2017 Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management  
A Large Scale Knowledge Base Representing the Base Form of Kaomoji.  ...  In this paper, we construct a large-scale knowledge base representing the base form of kaomoji (emoticon) and other elements of kaomoji: eye, nose, mouth, and so on, to analyze features of kaomoji in detail  ...  CONSTRUCTION OF LARGE-SCALE KNOWLEDGE BASE REPRESENTING THE BASE FORM OF KAOMOJI In this study, we annotate 70,106 kinds of kaomoji that are collected from websites.  ... 
doi:10.5220/0006517002460252 dblp:conf/ic3k/Okumura17 fatcat:cvqtelhcvncjfmqdww6umcx3me

Sentiment Analysis of Japanese Tourism Online Reviews

Chuanming Yu, Xingyu Zhu, Bolin Feng, Lin Cai, Lu An
2019 Journal of Data and Information Science  
The main goal of this study is conducting sentiment analysis to facilitate users comprehending the large scale of the reviews, based on the comments about Chinese attractions from Japanese tourism website  ...  The rule-based methods outperform the statistics-based ones with a narrow advantage.  ...  Acknowledgments This study is supported by the National Natural Science Foundation of China under the grant #71373286 and # 71603189 and the Major Project of the Ministry of Education of China (Grant No  ... 
doi:10.2478/jdis-2019-0005 fatcat:mtutj5yc2vduvbd74n6qj4wvjy

Labeling the Phrases of a Conversational Agent with a Unique Personalized Vocabulary [article]

Naoki Wake, Machiko Sato, Kazuhiro Sasabuchi, Minako Nakamura, Katsushi Ikeuchi
2021 arXiv   pre-print
By using a concept-based approach, this paper discusses the practical issue of obtaining concepts for a unique vocabulary personalized for a conversational agent.  ...  of a concept-based gesture generation system for personalized vocabularies.  ...  To the best of our knowledge, there has been little discussion on the issue of obtaining concepts for a unique vocabulary personalized for a text-based conversational agent.  ... 
arXiv:2010.06194v2 fatcat:tor6we5o4bgwvosak6dlfzsvbm

Pchatbot: A Large-Scale Dataset for Personalized Chatbot [article]

Hongjin Qian, Xiaohe Li, Hanxun Zhong, Yu Guo, Yueyuan Ma, Yutao Zhu, Zhanliang Liu, Zhicheng Dou, Ji-Rong Wen
2021 arXiv   pre-print
In this paper, we introduce Pchatbot, a large-scale dialogue dataset that contains two subsets collected from Weibo and Judicial forums respectively.  ...  The scale of Pchatbot is significantly larger than existing Chinese datasets, which might benefit the data-driven models.  ...  Experimental results also verify the advantages of the availability of user IDs and the large-scale data can improve the performance.  ... 
arXiv:2009.13284v3 fatcat:x47nvif75zae5oy53fd67shrxe

Are Emojis Emotional? A Study to Understand the Association between Emojis and Emotions [article]

Abu Shoeb, Gerard de Melo
2020 arXiv   pre-print
In this paper, we seek to explore the connection between emojis and emotions by means of a new dataset consisting of human-solicited association ratings.  ...  Given the growing ubiquity of emojis in language, there is a need for methods and resources that shed light on their meaning and communicative role.  ...  Acknowledgments We sincerely thank all our annotators who volunteered to contribute to our study and helped us to establish this new resource for the community.  ... 
arXiv:2005.00693v1 fatcat:zgsgb7nlajbtpnedstaxqzidte

It's a Thin Line Between Love and Hate: Using the Echo in Modeling Dynamics of Racist Online Communities [article]

Eyal Arviv, Simo Hanouna, Oren Tsur
2020 arXiv   pre-print
In order to overcome dog-whistling and linguistic ambiguity, we propose a multi-modal neural architecture based on a BERT transformer and a BiLSTM network on the tweet level, while also taking into account  ...  Our findings allow a better understanding of recent manifestations of racism and the dynamics that facilitate it.  ...  time this dataset is being analyzed computationally and on large scale.3.2 Data AnnotationWe sampled a thousand users from the dataset, inspected their use of the echo, and manually assigned each user  ... 
arXiv:2012.01133v1 fatcat:nhjgessfcbgb3cjlxp2ys2mgsi

Beyond Social Media Analytics: Understanding Human Behaviour and Deep Emotion using Self Structuring Incremental Machine Learning [article]

Tharindu Bandaragoda
2020 arXiv   pre-print
This thesis develops a conceptual framework considering social data as representing the surface layer of a hierarchy of human social behaviours, needs and cognition which is employed to transform social  ...  The separated topic pathways were representative of the key topics of each entity and coherent against topic coherence measures.  ...  A large set of emoticons are currently in use and also extended to multiple cultural variants such as Japanese kaomoji.  ... 
arXiv:2009.09078v1 fatcat:izo3eyjc4vdo3jnttt7omvsv5q

The Perception of Emojis for Analyzing App Feedback

Simon André Scherr, Svenja Polst, Lisa Müller, Konstantin Holl, Frank Elberzhager
2019 International Journal of Interactive Mobile Technologies  
However, manual evaluation is not possible for products with a large amount of user feedback, as this is neither efficient nor effective. Internet texts are full of emojis.  ...  Emojis tell how a user feels about certain aspects of a product. We conducted a survey on the perception of emojis and used the results from 107 participants.  ...  Acknowledgement The research described in this paper was performed in the project Opti4Apps (grant no. 02K14A182) of the German Federal Ministry of Education and Research.  ... 
doi:10.3991/ijim.v13i02.8492 fatcat:2gbdqurpofaxflbk7ueniexxsu

'Is it always so fast?'

Leticia Tian Zhang, Daniel Cassany
2019 Spanish in Context  
We analyse the metalinguistic comments which entail viewers' knowledge of the language, their comprehension issues and sociolinguistic attitudes toward its use.  ...  While much research has proved the benefits of subtitled audiovisuals for foreign language learning, few studies address such practices in out-of-classroom settings or focus on Asia-based video-sharing  ...  " project, financed by the Spanish Ministry of Economy and Competitiveness EDU2014-57677-C2-1-R.  ... 
doi:10.1075/sic.00035.zha fatcat:3q5vqkev6nde3oipilzp4agrme

I Stand With You: Using Emojis to Study Solidarity in Crisis Events [article]

Sashank Santhanam, Vidhushini Srinivasan, Shaina Glass, Samira Shaikh
2019 arXiv   pre-print
Our analysis reveals that emojis are a powerful indicator of sociolinguistic behaviors (solidarity) that are exhibited on social media as the crisis events unfold.  ...  We study how emojis are used to express solidarity in social media in the context of two major crisis events - a natural disaster, Hurricane Irma in 2017 and terrorist attacks that occurred on November  ...  • We make available two large-scale corpora1 , an- Furthermore, the multiplicity of views and ideologies notated for expressions  ... 
arXiv:1907.08326v1 fatcat:vdrbvff6rzf5jfnzruhww54t3i

The value of Twitter data for determining the emotional responses of people to urban green spaces: A case study and critical evaluation

Helen Roberts, Jon Sadler, Lee Chapman
2018 Urban Studies  
Acknowledgments We would like to express our gratitude to the Austrian Science Fund (FWF) for supporting the project "Urban Emotions", reference number I-3022. We would also like to thank Dr.  ...  About the Authors Helen Roberts Urban Planning, Year, Volume X, Issue X, Pages X-X  ...  small scale and highly contextualised.  ... 
doi:10.1177/0042098017748544 fatcat:mn4wdel3qneafhqcak3p7u4tj4

Cultural literacy in the empire of emoji signs: Who is crying with joy?

Alisa Freedman
2018 First Monday  
Literature, as one of the most intentional and nuanced forms of language, provides insight into this lesson.  ...  Unicode emoji, originating in Japan but expanded through worldwide usage, is a means to assess how the globalization of Japanese popular culture promotes cultural literacy and awareness of multiculturalism  ...  Emoji proliferated during a time of large-scale globalization of Japanese trends, often through efforts by fans, whose commercial patterns encouraged corporations and the Japanese government to play larger  ... 
doi:10.5210/fm.v23i9.9395 fatcat:7b6xh52wpbae3lrtklyt5ja35y

Investigating the Emotional Responses of Individuals to Urban Green Space Using Twitter Data: A Critical Comparison of Three Different Methods of Sentiment Analysis

Helen Roberts, Bernd Resch, Jon Sadler, Lee Chapman, Andreas Petutschnig, Stefan Zimmer
2018 Urban Planning  
Extracting the sentiment present in tweets is increasingly recognised as a valuable approach to gathering information on the mood, opinion and emotional responses of individuals in a variety of contexts  ...  A comparison of all three methods on the same corpus of tweets, using character emojis as an additional quality control, identifies a number of limitations associated with each approach.  ...  Acknowledgments We would like to express our gratitude to the Austrian Science Fund (FWF) for supporting the project "Urban Emotions", reference number I-3022. We would also like to thank Dr.  ... 
doi:10.17645/up.v3i1.1231 fatcat:zn6uumrsrzd7tdpck5wi2vndhq

EmoTag1200: Understanding the Association between Emojis and Emotions

Abu Awal Md Shoeb, Gerard de Melo
2020 Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)   unpublished
In this paper, we seek to explore the connection between emojis and emotions by means of a new dataset consisting of human-solicited association ratings.  ...  Given the growing ubiquity of emojis in language, there is a need for methods and resources that shed light on their meaning and communicative role.  ...  Acknowledgments We sincerely thank all our annotators who volunteered to contribute to our study and helped us to establish this new resource for the community.  ... 
doi:10.18653/v1/2020.emnlp-main.720 fatcat:4zupmnn5vfh5llthj53qmkvdga

Beyond Social Media Analytics: Understanding Human Behaviour and Deep Emotion using Self Structuring Incremental Machine Learning

Tharindu Bandaragoda
2020
A thesis submitted in total fulfilment of the requirements for the degree of Doctor of Philosophy to the Research Centre for Data Analytics and Cognition, La Trobe Business School, College of Arts, Social  ...  A large set of emoticons are currently in use and also extended to multiple cultural variants such as Japanese kaomoji.  ...  This data is contributed by a large number of individuals often in the scale of millions, thus they are in par or even larger than the population level datasets collected in censuses.  ... 
doi:10.26181/5fa1df3806e82 fatcat:iok4r2kp3faplbmpf2goost24q
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