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grafzahl: fine-tuning Transformers fortext data from within R grafzahl:从R中微调文本数据的变形器
Computational Communication Research Pub Date : 2023-01-01 DOI: 10.5117/ccr2023.1.003.chan
{"title":"grafzahl: fine-tuning Transformers for\u0000text data from within R","authors":"","doi":"10.5117/ccr2023.1.003.chan","DOIUrl":"https://doi.org/10.5117/ccr2023.1.003.chan","url":null,"abstract":"","PeriodicalId":275035,"journal":{"name":"Computational Communication Research","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127491979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Beyond Counting Words 数不清的单词
Computational Communication Research Pub Date : 2022-10-01 DOI: 10.5117/ccr2022.2.006.kroo
A. Kroon, T. G. van der Meer, R. Vliegenthart
{"title":"Beyond Counting Words","authors":"A. Kroon, T. G. van der Meer, R. Vliegenthart","doi":"10.5117/ccr2022.2.006.kroo","DOIUrl":"https://doi.org/10.5117/ccr2022.2.006.kroo","url":null,"abstract":"","PeriodicalId":275035,"journal":{"name":"Computational Communication Research","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123952380","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Do I sound American? 我听起来像美国人吗?
Computational Communication Research Pub Date : 2022-10-01 DOI: 10.5117/ccr2022.2.008.suk
Jiyoun Suk, Josephine Lukito, Min-Hsin Su, Sang Jung Kim, Chau Tong, Zhongkai Sun, Prathusha Sarma
{"title":"Do I sound American?","authors":"Jiyoun Suk, Josephine Lukito, Min-Hsin Su, Sang Jung Kim, Chau Tong, Zhongkai Sun, Prathusha Sarma","doi":"10.5117/ccr2022.2.008.suk","DOIUrl":"https://doi.org/10.5117/ccr2022.2.008.suk","url":null,"abstract":"","PeriodicalId":275035,"journal":{"name":"Computational Communication Research","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122245040","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Talking politics: Building and validating data-driven lexica to measure political discussion quality 谈论政治:建立和验证数据驱动的词典来衡量政治讨论的质量
Computational Communication Research Pub Date : 2022-10-01 DOI: 10.5117/ccr2022.2.005.jaid
Kokil Jaidka
{"title":"Talking politics: Building and validating data-driven lexica to measure political discussion quality","authors":"Kokil Jaidka","doi":"10.5117/ccr2022.2.005.jaid","DOIUrl":"https://doi.org/10.5117/ccr2022.2.005.jaid","url":null,"abstract":"","PeriodicalId":275035,"journal":{"name":"Computational Communication Research","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129383294","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Fifteen Seconds of Fame: TikTok and the Supply Side of Social Video 十五秒成名:TikTok和社交视频的供应方
Computational Communication Research Pub Date : 2022-10-01 DOI: 10.5117/ccr2022.2.004.guin
Benjamin Guinaudeau, Kevin Munger, Fabio Votta
{"title":"Fifteen Seconds of Fame: TikTok and the Supply Side of Social Video","authors":"Benjamin Guinaudeau, Kevin Munger, Fabio Votta","doi":"10.5117/ccr2022.2.004.guin","DOIUrl":"https://doi.org/10.5117/ccr2022.2.004.guin","url":null,"abstract":"TikTok has rapidly developed from a punchline for jokes about “kids these days” into a formidable force in American politics. The speed of this development is unprecedented, even in the rapidly-changing world of digital politics. Through a combination of hashtag and snowball sampling, we identify 11,546 TikTok accounts who primarily post about politics, allowing us to analyze trends in the posting, viewing and commenting behavior on 1,998,642 tiktoks they have uploaded. We test a number of theories about how the unique combination of affordances on TikTok shapes how it is used for political communication. Compared to the dominant platform for political videos (YouTube) we find that a higher percentage of TikTok users upload videos, TikTok view counts are more dominated by virality, and viewership of videos are less dependent on a given accounts’ number of followers/subscribers. We discuss how these findings affect the production of content that ultimately determines the experience of TikTok consumers.","PeriodicalId":275035,"journal":{"name":"Computational Communication Research","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122807273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
The Sentiment is in the Details 细节决定情绪
Computational Communication Research Pub Date : 2022-10-01 DOI: 10.5117/ccr2022.2.003.vrie
Erik de Vries
{"title":"The Sentiment is in the Details","authors":"Erik de Vries","doi":"10.5117/ccr2022.2.003.vrie","DOIUrl":"https://doi.org/10.5117/ccr2022.2.003.vrie","url":null,"abstract":"","PeriodicalId":275035,"journal":{"name":"Computational Communication Research","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116857300","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Athec
Computational Communication Research Pub Date : 2022-02-01 DOI: 10.5117/ccr2022.1.009.peng
Yilang Peng
{"title":"Athec","authors":"Yilang Peng","doi":"10.5117/ccr2022.1.009.peng","DOIUrl":"https://doi.org/10.5117/ccr2022.1.009.peng","url":null,"abstract":"","PeriodicalId":275035,"journal":{"name":"Computational Communication Research","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131948463","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Character Recognition Tool for Automatic Detection of Social Characters in Visual Media Content 一种用于视觉媒体内容中社会人物自动检测的字符识别工具
Computational Communication Research Pub Date : 2022-02-01 DOI: 10.5117/ccr2022.1.010.bald
Joshua Baldwin, Ralf Schmälzle
{"title":"A Character Recognition Tool for Automatic Detection of Social Characters in Visual Media Content","authors":"Joshua Baldwin, Ralf Schmälzle","doi":"10.5117/ccr2022.1.010.bald","DOIUrl":"https://doi.org/10.5117/ccr2022.1.010.bald","url":null,"abstract":"Content analysis is the go-to method for understanding how social characters, such as public figures or movie characters, are portrayed in media messages. It is an indispensable method to investigate character-related media processes and effects. However, conducting large-scale content-analytic studies is a taxing and expensive endeavor that requires hours of coder training and incurs substantial costs. This problem is particularly acute for video-based media, where coders often have to take extensive time and energy to watch and interpret dynamic content. Here we present a Character-Recognition-Tool ( CRT ) that enables communication scholars to quickly process large amounts of video data to identify occurrences of specific predefined characters using facial recognition and matching. This paper presents the CRT and provides evidence for its validity. The CRT can automate the coding process of onscreen characters while following recommendations that computational tools be scalable, adaptable for novice programmers, and open source to allow for replication.","PeriodicalId":275035,"journal":{"name":"Computational Communication Research","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132197835","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Finding Fauci 发现Fauci
Computational Communication Research Pub Date : 2022-02-01 DOI: 10.5117/ccr2022.1.004.diet
Bryce J. Dietrich, Hyein Ko
{"title":"Finding Fauci","authors":"Bryce J. Dietrich, Hyein Ko","doi":"10.5117/ccr2022.1.004.diet","DOIUrl":"https://doi.org/10.5117/ccr2022.1.004.diet","url":null,"abstract":"As the Covid-19 pandemic progressed, the public increasingly relied on news outlets to provide up-to-date health information. Often times this information was provided by Dr. Anthony Fauci during the course of on-air interviews. Consequently, when Dr. Fauci appeared less and less, many became concerned that the public was not receiving the full picture, especially since Dr. Fauci was often not afraid to voice concerns over how the pandemic was being handled at the federal, state and local level. Using text and image data from 6,587 CNN, Fox News and MSNBC programs, this paper determines the extent to which Dr. Fauci appeared on air and whether the rate of his appearances (or lack thereof) diminished over time. We then look at whether Dr. Fauci's appearances (or lack thereof) are conditioned on what is being said during broadcasts. Not only do we find that Dr. Fauci appeared significantly less on Fox News, but this discrepancy increases as the pandemic progresses and when public health information is discussed. Regardless of whether this constitutes \"misinformation” or \"framing,” our study speaks volumes to two important research areas and broader concerns over the balance of Covid-19 coverage, especially when the public needed it the most. © Bryce J. Dietrich & Hyein Ko.","PeriodicalId":275035,"journal":{"name":"Computational Communication Research","volume":"110 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127117706","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Representations of Racial Minorities in Popular Movies 流行电影中少数民族的表现
Computational Communication Research Pub Date : 2022-02-01 DOI: 10.5117/ccr2022.1.006.mali
Musa Malik, F. R. Hopp, R. Weber
{"title":"Representations of Racial Minorities in Popular Movies","authors":"Musa Malik, F. R. Hopp, R. Weber","doi":"10.5117/ccr2022.1.006.mali","DOIUrl":"https://doi.org/10.5117/ccr2022.1.006.mali","url":null,"abstract":"","PeriodicalId":275035,"journal":{"name":"Computational Communication Research","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115692903","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
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