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Affective Image Content Analysis: Two Decades Review and New Perspectives [article]

Sicheng Zhao, Xingxu Yao, Jufeng Yang, Guoli Jia, Guiguang Ding, Tat-Seng Chua, Björn W. Schuller, Kurt Keutzer
2021 arXiv   pre-print
In this survey, we will comprehensively review the development of AICA in the recent two decades, especially focusing on the state-of-the-art methods with respect to three main challenges -- the affective  ...  Recently, with the rapid advancement of emotional intelligence and the explosive growth of visual data, extensive research efforts have been dedicated to affective image content analysis (AICA).  ...  CONCLUSION This article attempted to provide a comprehensive survey of recent developments on affective image content analysis (AICA) over the last two decades.  ... 
arXiv:2106.16125v1 fatcat:5y5y5nhoebccxjjybarnveecgq

Destination Image: A Meta-Analysis of 2000–2007 Research

Svetlana Stepchenkova, Juline E. Mills
2010 Journal of Hospitality Marketing & Management  
Due to its relative newness in tourism studies (MacKay & Couldwell, 2004) , imagery analysis is less developed in comparison to analysis of structured questions and texts, and content analysis techniques  ...  Alexa and Zuell (2000) conducted a review of 16 CATA programs and concluded that all have their strengths and weaknesses and might not support certain operations associated with content analysis in an  ... 
doi:10.1080/19368623.2010.493071 fatcat:os23cgbpabgr3o2fy4whyljgzm

Media Representation of Muslims and Islam From 2011-2019: A Meta Analysis

Sidra Tariq Jamil
2020 Journal of Cultural and Religious Studies  
For the purpose a meta-analysis of 353 published studies from were critically reviewed and examined.  ...  Furthermore, analysis and data of this study reveals the fact of negatively portraying the image and identity of Muslims.  ...  Media has evolved over the last two decades at an extremely fast rate.  ... 
doi:10.17265/2328-2177/2020.01.003 fatcat:qlb2c5ufd5fjdniwyrettrebr4

Facilitating Adaptive Emotional Analysis: Distinguishing Distanced-Analysis of Depressive Experiences From Immersed-Analysis and Distraction

Ethan Kross, Ozlem Ayduk
2008 Personality and Social Psychology Bulletin  
The immersed-analysis and distanced-analysis manipulations consisted of two phases.  ...  Processes Distinguishing Adaptive and Maladaptive Emotional Analysis Interest in documenting when and why people's attempts to analyze negative feelings succeed or fail has surged throughout the past decade  ... 
doi:10.1177/0146167208315938 pmid:18469151 fatcat:voyiumbgjnhyxnsrhdmm5pm65q

A survey of multimodal sentiment analysis

Mohammad Soleymani, David Garcia, Brendan Jou, Björn Schuller, Shih-Fu Chang, Maja Pantic
2017 Image and Vision Computing  
In this survey, we define sentiment and the problem of multimodal sentiment analysis and review recent developments in multimodal sentiment analysis in different domains, including spoken reviews, images  ...  Since sentiment can be detected through affective traces it leaves, such as facial and vocal displays, multimodal sentiment analysis offers promising avenues for analyzing facial and vocal expressions  ...  Conclusions In this paper, we presented a overview of the concept and goals of multimodal sentiment analysis, reviewed the state of the art, and discussed challenges and perspectives related to the field  ... 
doi:10.1016/j.imavis.2017.08.003 fatcat:q62fok6jczfsbdl3jm4mvr6qxi

Affective Video Content Analysis: A Multidisciplinary Insight

Yoann Baveye, Christel Chamaret, Emmanuel Dellandrea, Liming Chen
2017 IEEE Transactions on Affective Computing  
Index Terms-Multidisciplinary review, Video content analysis, Cognitive models, Affective computing, State of the art. ! • Y. Baveye is with Ixpel, an expertise cell of CAPACITÉS, and is with the .  ...  content analysis work.  ...  Global valence and arousal movie content analysis Global affective video content analysis has been more frequently investigated than continuous affective video content analysis over the last decade.  ... 
doi:10.1109/taffc.2017.2661284 fatcat:vzs2eb2sr5g67e75w6pm5dfhke

Facilitating Content Analysis in Tourism Research

Svetlana Stepchenkova, Andrei P. Kirilenko, Alastair M. Morrison
2008 Journal of Travel Research  
The article proposes a new methodological approach to facilitate content analysis of electronic textual data in a more efficient and transparent way.  ...  The textual data are processed iteratively by two software products, CATPAC and WORDER.  ...  The Literature Review section discusses two general classes of content analysis, quantitative and qualitative, with an emphasis on the former as more relevant to the proposed approach.  ... 
doi:10.1177/0047287508326509 fatcat:z4hyjmghvrg7jcgpmubd4qe2qi

Feature Based Opinion Mining using Text Analysis for Chhattisgarh Tourism Industry

Riya Sharma, Ani Thomas
2020 Zenodo  
It includes the utilization of information mining, AI and man-made consciousness for conclusion and emotional data of the content. opinion mining is also referred as sentiment analysis .Sentient analysis  ...  can be said as study of human emotions .we can arrange those notions into positive and negative from any content .  ...  Word2vec is a two-layer neural net that forms content. Its info is a book corpus and its yield is a lot of vectors: include vectors for words in that corpus.  ... 
doi:10.5281/zenodo.5533406 fatcat:d3fbpqsblfeq3lu4dd4rwgdj6q

Halal Destination Images of Japan: A Visual Content Analysis

Vidi Sukmayadi, Universitas Pendidikan Indonesia, Ridwan Effendi, Universitas Pendidikan Indonesia
2020 Jurnal Komunikasi Malaysian Journal of Communication  
A visual content analysis was applied to interpret the brochures' layout and promotional images.  ...  It is hoped that the study could give new insights for visual communication and tourism practitioners concerning how images can be constructed to represent the audiences' interests and experiences.  ...  The meaning of an image as a text can be constructed from two perspectives, metonymic or metaphoric.  ... 
doi:10.17576/jkmjc-2020-3603-19 fatcat:k7tqxl6dyrhknh5wuigbhykypa

Can Behavior Analysis Help Us Understand and Reduce Racism? A review of the Current Literature

Kozue Matsuda, Yors Garcia, Robyn Catagnus, Julie Ackerlund Brandt
2020 Behavior Analysis in Practice  
Despite ongoing efforts to eradicate racism, it persists globally, negatively affecting education, mental health, community relations, and economic development.  ...  The review suggests that combining traditional behavior-analytic methods with acceptance and commitment training techniques may attenuate racism more effectively.  ...  , for a historical and empirical review).  ... 
doi:10.1007/s40617-020-00411-4 pmid:32642393 pmcid:PMC7314880 fatcat:qpbkkw5x7zgq3gdit6lspi53qa

Tourism Destination Image Analysis: Integrating a Visual Methodology

Virdee
2019 Zenodo  
Tourism destination image analysis and methodology has developed greatly over the decades. However, the integration of a visual methodology within word-based studies has remained limited.  ...  In the conclusion, the Triangulation Analysis of a Tourism Destination Image model is proposed to visually assist researchers and destination image marketers when analysing and promoting a destination's  ...  Literature Review Tourism destination image has been studied for several decades (Tasci, Gartner, & Cavusgil, 2007) , with tourism directors and academics expending extensive amounts of resources in understanding  ... 
doi:10.5281/zenodo.3236847 fatcat:zvl7msaunzgaxkjuzb7slkulme

Feature based Opinion Mining using Text Analysis for Chhattisgarh Tourism Industry

2020 International journal of soft computing and engineering  
It includes the utilization of information mining, AI and man-made consciousness for conclusion and emotional data of the content. opinion mining is also referred as sentiment analysis .Sentient analysis  ...  can be said as study of human emotions .we can arrange those notions into positive and negative from any content .  ...  Word2vec is a two-layer neural net that forms content. Its info is a book corpus and its yield is a lot of vectors: include vectors for words in that corpus.  ... 
doi:10.35940/ijsce.a3433.0710120 fatcat:i7lyb6bd2fdobiahadeqgsuqwa

MULTIMODAL ANALYSIS ON ERTIGA CAR ADVERTISEMENT

Ridwin Purba, Herman
2020 Wiralodra English Journal  
Visual (pictures, gestures, photos, advertisement, and so on) also means text and can deliver message as communication to others.  ...  After analyzing the data, the researchers found that verbal components (Announcement, Enhancer, Emblem, Tag, Cal-and-visit information) and visual components (Lead, Display and Emblem) were inserted in  ...  see two recommendations.  ... 
doi:10.31943/wej.v4i1.77 fatcat:5t7nljkhfndi7he4bbejkqxv2q

Comparison Study of Advertising Videos of Tourism City Image-Based on the Content Analysis Method

Zhi-qiang Hou
2017 Eurasia Journal of Mathematics, Science and Technology Education  
Based on the internet, this article takes advertising videos of main tour cities in China as research data, acquires methods of movie reviews, and studies the content and techniques of the photographers  ...  Moreover, this author puts forward suggestions on the images advertising videos of tour cities from the angles of subjects, contents and techniques of shooting.  ...  CONCLUSIONS Content Orientation of the Films As for the content of the advertising videos, the photographers emphasize two aspects of the tourism six elements, i.e.  ... 
doi:10.12973/ejmste/78521 fatcat:5bwv4lybazdcdmexbhunezwux4

A Survey of Information Cascade Analysis: Models, Predictions and Recent Advances [article]

Fan Zhou, Xovee Xu, Goce Trajcevski, Kunpeng Zhang
2020 arXiv   pre-print
Specifically, we first formally define different types of information cascades and summarize the perspectives of existing studies.  ...  The deluge of digital information in our daily life -- from user-generated content such as microblogs and scientific papers, to online business such as viral marketing and advertising -- offers unprecedented  ...  This work was supported by National Natural Science Foundation of China under Grant No. 61602097 and No. 61472064, and NSF under Grant CNS 1646107.  ... 
arXiv:2005.11041v2 fatcat:wxn5azl25vhe7pnulkfpehezey
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