Sejung Park - Academia.edu (original) (raw)

Papers by Sejung Park

Research paper thumbnail of Comparing public responses to apologies: examining crisis communication strategies using network analysis and topic modeling

Quality & Quantity, Sep 12, 2022

Research paper thumbnail of Interorganizational and International Networks For Digital Diplomacy Outreach: A Comparative Study of South Korea and China

International JOURNAL OF CONTENTS

Research paper thumbnail of What are the Consequences of the Social and Cultural Exchanges between the Two Koreas? Insights from an Experimental Study on the Effect of Superordinate Korean Identity

Journal of Asian and African Studies

This study explores whether South Koreans’ superordinate identification with North Koreans leads ... more This study explores whether South Koreans’ superordinate identification with North Koreans leads to increased humanization of and empathy for North Koreans as well as reduced negative feelings toward North Koreans. This study also examines whether superordinate identification intensifies support for people-to-people exchanges and unification using an experiment. South Koreans’ increased superordinate identification with North Koreans leads to greater humanization of the latter as well as less negative feelings toward them but does not affect support for unification. This suggests that extended contact is enough to generate superordinate identification with the outgroup but not enough to affect support for government policies.

Research paper thumbnail of Comparing public responses to apologies: examining crisis communication strategies using network analysis and topic modeling

Research paper thumbnail of Detection of asymptomatic recurrence improves survival of gastric cancer patients

Cancer Medicine, 2021

BackgroundThe effect of long‐term surveillance for asymptomatic patients after curative resection... more BackgroundThe effect of long‐term surveillance for asymptomatic patients after curative resection of gastric cancer is being debated. We compared the prognosis of Korean patients with recurrent gastric cancer according to the presence or absence of cancer‐related symptoms at the time of recurrence detection.MethodsWe retrospectively reviewed the medical records of 305 Korean patients who experienced recurrence after curative resection of primary gastric cancer between March 2002 and February 2017 at Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Republic of Korea.ResultsThe median follow‐up duration was 169.8 months (1–267.2), and the median age at first recurrence was 58.1 years (23.4–81.9). Among 305 patients with recurrence, 97 of 231 (42.0%) patients with early recurrence (≤5 years after curative surgical resection) and 47 of 74 (63.5%) patients with late recurrence (>5 years after curative surgical resection) had cancer‐related symptoms at recurrence (p ...

Research paper thumbnail of The effects of infotainment on public reaction to North Korea using hybrid text mining: Content analysis, machine learning-based sentiment analysis, and co-word analysis

El profesional de la información, 2021

This study proposes alternative measures of infotainment’s effects on audience perception and rec... more This study proposes alternative measures of infotainment’s effects on audience perception and reception of news on social media, focusing on infotainment coverage of North Korea. We determine the elements of framing strategies and narrative styles in facilitating public attention, positive and negative responses, and engagement in news content. We used the YouTube application programming interface to collect data from VideoMug, Korea’s most popular YouTube channel, run by the Seoul Broadcasting System. We examined 23,774 replies commenting on North Korea-related video clips from July 1, 2018, to May 17, 2019. The findings show that entertainment and human interest frames were effective in drawing public attention to news coverage about North Korea. Using humor and colloquial language facilitated public attention (both positive and negative) and public engagement. Over half (59.55%) of the comments generated positive emotions; less than one-third generated negative emotions (31.41%);...

Research paper thumbnail of A webometric network analysis of electronic word of mouth (eWOM) characteristics and machine learning approach to consumer comments during a crisis

El profesional de la información, 2020

This study explores the effectiveness of crisis response strategies for public response and perce... more This study explores the effectiveness of crisis response strategies for public response and perception in the context of social media by examining a case about the Samsung Galaxy Note 7 product recall crisis. First, the study investigated the response strategies Samsung used on Facebook through the lens of situational crisis communication theory (SCCT). Next, we applied a webometric network analysis and exponential random graph models (ERGM) to analyze the relationship between the crisis response strategies and the dynamics of electronic word of mouth (eWOM) behaviors. Then, we performed topic modeling and semantic network analysis to examine the public perceptions of and responses to Samsung’s crisis communication strategies based on public comments. Samsung used silence, information, and rectification strategies. More participants and comments were generated and stronger ties were found in the eWOM networks for matched responses than for silence. Public responses and perceptions t...

Research paper thumbnail of How Celebrities’ Green Messages on Twitter Influence Public Attitudes and Behavioral Intentions to Mitigate Climate Change

Sustainability, 2020

This research adds to the growing body of literature on the role of celebrities as emergent spoke... more This research adds to the growing body of literature on the role of celebrities as emergent spokespersons in climate advocacy using Twitter. This study investigates the effects of framing of celebrities’ messages (emotional framing and framing of celebrity involvement) on public attitudes and behaviors to address climate change. A sequential mediation process is examined with structural equation modeling. In addition, this study assesses the role of parasocial relationship (PSR) with celebrities as predictors and moderators of the impact of framing of celebrity involvement. The results indicate that fear appeals were more effective than hope appeals in driving participation in activism, but emotional framing did not affect any other variables. Framing of celebrity involvement appeals using first-person pronouns led to more positive attitudes, but had no effect on behaviors. In addition, PSR was a strong positive predictor of attitudes and behaviors.

Research paper thumbnail of YouTube Big Data Analysis During the 2020 Korean General Election

The Korean Data Analysis Society, 2020

Research paper thumbnail of Conversations and Medical News Frames on Twitter: Infodemiological Study on COVID-19 in South Korea (Preprint)

BACKGROUND SARS-CoV-2 (severe acute respiratory coronavirus 2) was spreading rapidly in South Kor... more BACKGROUND SARS-CoV-2 (severe acute respiratory coronavirus 2) was spreading rapidly in South Korea at the end of February 2020 following its initial outbreak in China, making Korea the new center of global attention. The role of social media amid the current coronavirus disease (COVID-19) pandemic has often been criticized, but little systematic research has been conducted on this issue. Social media functions as a convenient source of information in pandemic situations. OBJECTIVE Few infodemiology studies have applied network analysis in conjunction with content analysis. This study investigates information transmission networks and news-sharing behaviors regarding COVID-19 on Twitter in Korea. The real time aggregation of social media data can serve as a starting point for designing strategic messages for health campaigns and establishing an effective communication system during this outbreak. METHODS Korean COVID-19-related Twitter data were collected on February 29, 2020. Our f...

Research paper thumbnail of Tweeting about mental health to honor Carrie Fisher: How #InHonorOfCarrie reinforced the social influence of celebrity advocacy

Computers in Human Behavior, 2020

This is a PDF file of an article that has undergone enhancements after acceptance, such as the ad... more This is a PDF file of an article that has undergone enhancements after acceptance, such as the addition of a cover page and metadata, and formatting for readability, but it is not yet the definitive version of record. This version will undergo additional copyediting, typesetting and review before it is published in its final form, but we are providing this version to give early visibility of the article. Please note that, during the production process, errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.

Research paper thumbnail of Big Data Analysis of Cryptocurrencies : Evidence from Top Cryptocurrency Websites

The Korean Data Analysis Society, 2018

Research paper thumbnail of Analytical framework for evaluating digital diplomacy using network analysis and topic modeling: Comparing South Korea and Japan

Information Processing & Management, 2018

This study introduces a data-driven approach for assessing the practices and effectiveness of dig... more This study introduces a data-driven approach for assessing the practices and effectiveness of digital diplomacy, using the cases of South Korea and Japan. The study compared the networking power of public diplomacy organizations based on social media use, engagement with the public, interaction patterns among the public, and public perceptions and attitudes toward organizations. This was accomplished through a three-step method employing social network analysis and topic modeling. The network analysis found that the Korean public diplomacy organization generated a larger, more loosely connected, and decentralized comment network than the Japanese organization, which presented a "small-world" connectivity pattern with highly interconnected actors. The findings also suggest that, compared to the Japanese organization, the Korean organization was successful in not only enhancing its soft power through social media but also building international networks among the foreign public.

Research paper thumbnail of Networked Politics on Cyworld: The Text and Sentiment of Korean Political Profiles

Social Science Computer Review, 2010

Cyworld, a Korean social networking site (SNS), enables politicians to establish and maintain the... more Cyworld, a Korean social networking site (SNS), enables politicians to establish and maintain their online presence and allows them to communicate with constituents through their personal profile. This article identifies the most visible politicians on Cyworld in terms of comments posted on their profiles between April 1, 2008 and June 14, 2009 and examines the text and sentiments reflected in those profiles. A content analysis combining semantic network analysis and sentiment analysis illustrates the meaning and collective sentiment of the comments. The results suggest that progressivism dominated political discourse and that the members of the ruling party received more negative comments than those of the opposition party. Furthermore, group-oriented terms indicated the existence of collectivism, which is representative of Eastern culture. The results suggest a significant relationship among gender, comment types, and SNS activities.

Research paper thumbnail of Comparing public responses to apologies: examining crisis communication strategies using network analysis and topic modeling

Quality & Quantity, Sep 12, 2022

Research paper thumbnail of Interorganizational and International Networks For Digital Diplomacy Outreach: A Comparative Study of South Korea and China

International JOURNAL OF CONTENTS

Research paper thumbnail of What are the Consequences of the Social and Cultural Exchanges between the Two Koreas? Insights from an Experimental Study on the Effect of Superordinate Korean Identity

Journal of Asian and African Studies

This study explores whether South Koreans’ superordinate identification with North Koreans leads ... more This study explores whether South Koreans’ superordinate identification with North Koreans leads to increased humanization of and empathy for North Koreans as well as reduced negative feelings toward North Koreans. This study also examines whether superordinate identification intensifies support for people-to-people exchanges and unification using an experiment. South Koreans’ increased superordinate identification with North Koreans leads to greater humanization of the latter as well as less negative feelings toward them but does not affect support for unification. This suggests that extended contact is enough to generate superordinate identification with the outgroup but not enough to affect support for government policies.

Research paper thumbnail of Comparing public responses to apologies: examining crisis communication strategies using network analysis and topic modeling

Research paper thumbnail of Detection of asymptomatic recurrence improves survival of gastric cancer patients

Cancer Medicine, 2021

BackgroundThe effect of long‐term surveillance for asymptomatic patients after curative resection... more BackgroundThe effect of long‐term surveillance for asymptomatic patients after curative resection of gastric cancer is being debated. We compared the prognosis of Korean patients with recurrent gastric cancer according to the presence or absence of cancer‐related symptoms at the time of recurrence detection.MethodsWe retrospectively reviewed the medical records of 305 Korean patients who experienced recurrence after curative resection of primary gastric cancer between March 2002 and February 2017 at Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Republic of Korea.ResultsThe median follow‐up duration was 169.8 months (1–267.2), and the median age at first recurrence was 58.1 years (23.4–81.9). Among 305 patients with recurrence, 97 of 231 (42.0%) patients with early recurrence (≤5 years after curative surgical resection) and 47 of 74 (63.5%) patients with late recurrence (>5 years after curative surgical resection) had cancer‐related symptoms at recurrence (p ...

Research paper thumbnail of The effects of infotainment on public reaction to North Korea using hybrid text mining: Content analysis, machine learning-based sentiment analysis, and co-word analysis

El profesional de la información, 2021

This study proposes alternative measures of infotainment’s effects on audience perception and rec... more This study proposes alternative measures of infotainment’s effects on audience perception and reception of news on social media, focusing on infotainment coverage of North Korea. We determine the elements of framing strategies and narrative styles in facilitating public attention, positive and negative responses, and engagement in news content. We used the YouTube application programming interface to collect data from VideoMug, Korea’s most popular YouTube channel, run by the Seoul Broadcasting System. We examined 23,774 replies commenting on North Korea-related video clips from July 1, 2018, to May 17, 2019. The findings show that entertainment and human interest frames were effective in drawing public attention to news coverage about North Korea. Using humor and colloquial language facilitated public attention (both positive and negative) and public engagement. Over half (59.55%) of the comments generated positive emotions; less than one-third generated negative emotions (31.41%);...

Research paper thumbnail of A webometric network analysis of electronic word of mouth (eWOM) characteristics and machine learning approach to consumer comments during a crisis

El profesional de la información, 2020

This study explores the effectiveness of crisis response strategies for public response and perce... more This study explores the effectiveness of crisis response strategies for public response and perception in the context of social media by examining a case about the Samsung Galaxy Note 7 product recall crisis. First, the study investigated the response strategies Samsung used on Facebook through the lens of situational crisis communication theory (SCCT). Next, we applied a webometric network analysis and exponential random graph models (ERGM) to analyze the relationship between the crisis response strategies and the dynamics of electronic word of mouth (eWOM) behaviors. Then, we performed topic modeling and semantic network analysis to examine the public perceptions of and responses to Samsung’s crisis communication strategies based on public comments. Samsung used silence, information, and rectification strategies. More participants and comments were generated and stronger ties were found in the eWOM networks for matched responses than for silence. Public responses and perceptions t...

Research paper thumbnail of How Celebrities’ Green Messages on Twitter Influence Public Attitudes and Behavioral Intentions to Mitigate Climate Change

Sustainability, 2020

This research adds to the growing body of literature on the role of celebrities as emergent spoke... more This research adds to the growing body of literature on the role of celebrities as emergent spokespersons in climate advocacy using Twitter. This study investigates the effects of framing of celebrities’ messages (emotional framing and framing of celebrity involvement) on public attitudes and behaviors to address climate change. A sequential mediation process is examined with structural equation modeling. In addition, this study assesses the role of parasocial relationship (PSR) with celebrities as predictors and moderators of the impact of framing of celebrity involvement. The results indicate that fear appeals were more effective than hope appeals in driving participation in activism, but emotional framing did not affect any other variables. Framing of celebrity involvement appeals using first-person pronouns led to more positive attitudes, but had no effect on behaviors. In addition, PSR was a strong positive predictor of attitudes and behaviors.

Research paper thumbnail of YouTube Big Data Analysis During the 2020 Korean General Election

The Korean Data Analysis Society, 2020

Research paper thumbnail of Conversations and Medical News Frames on Twitter: Infodemiological Study on COVID-19 in South Korea (Preprint)

BACKGROUND SARS-CoV-2 (severe acute respiratory coronavirus 2) was spreading rapidly in South Kor... more BACKGROUND SARS-CoV-2 (severe acute respiratory coronavirus 2) was spreading rapidly in South Korea at the end of February 2020 following its initial outbreak in China, making Korea the new center of global attention. The role of social media amid the current coronavirus disease (COVID-19) pandemic has often been criticized, but little systematic research has been conducted on this issue. Social media functions as a convenient source of information in pandemic situations. OBJECTIVE Few infodemiology studies have applied network analysis in conjunction with content analysis. This study investigates information transmission networks and news-sharing behaviors regarding COVID-19 on Twitter in Korea. The real time aggregation of social media data can serve as a starting point for designing strategic messages for health campaigns and establishing an effective communication system during this outbreak. METHODS Korean COVID-19-related Twitter data were collected on February 29, 2020. Our f...

Research paper thumbnail of Tweeting about mental health to honor Carrie Fisher: How #InHonorOfCarrie reinforced the social influence of celebrity advocacy

Computers in Human Behavior, 2020

This is a PDF file of an article that has undergone enhancements after acceptance, such as the ad... more This is a PDF file of an article that has undergone enhancements after acceptance, such as the addition of a cover page and metadata, and formatting for readability, but it is not yet the definitive version of record. This version will undergo additional copyediting, typesetting and review before it is published in its final form, but we are providing this version to give early visibility of the article. Please note that, during the production process, errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.

Research paper thumbnail of Big Data Analysis of Cryptocurrencies : Evidence from Top Cryptocurrency Websites

The Korean Data Analysis Society, 2018

Research paper thumbnail of Analytical framework for evaluating digital diplomacy using network analysis and topic modeling: Comparing South Korea and Japan

Information Processing & Management, 2018

This study introduces a data-driven approach for assessing the practices and effectiveness of dig... more This study introduces a data-driven approach for assessing the practices and effectiveness of digital diplomacy, using the cases of South Korea and Japan. The study compared the networking power of public diplomacy organizations based on social media use, engagement with the public, interaction patterns among the public, and public perceptions and attitudes toward organizations. This was accomplished through a three-step method employing social network analysis and topic modeling. The network analysis found that the Korean public diplomacy organization generated a larger, more loosely connected, and decentralized comment network than the Japanese organization, which presented a "small-world" connectivity pattern with highly interconnected actors. The findings also suggest that, compared to the Japanese organization, the Korean organization was successful in not only enhancing its soft power through social media but also building international networks among the foreign public.

Research paper thumbnail of Networked Politics on Cyworld: The Text and Sentiment of Korean Political Profiles

Social Science Computer Review, 2010

Cyworld, a Korean social networking site (SNS), enables politicians to establish and maintain the... more Cyworld, a Korean social networking site (SNS), enables politicians to establish and maintain their online presence and allows them to communicate with constituents through their personal profile. This article identifies the most visible politicians on Cyworld in terms of comments posted on their profiles between April 1, 2008 and June 14, 2009 and examines the text and sentiments reflected in those profiles. A content analysis combining semantic network analysis and sentiment analysis illustrates the meaning and collective sentiment of the comments. The results suggest that progressivism dominated political discourse and that the members of the ruling party received more negative comments than those of the opposition party. Furthermore, group-oriented terms indicated the existence of collectivism, which is representative of Eastern culture. The results suggest a significant relationship among gender, comment types, and SNS activities.