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All Journal INTERNATIONAL JOURNAL OF SOCIETY REVIEWS (INJOSER)
Romario De Fretes, Diego
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Social Sciences

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SENTIMENT ANALYSIS OF BIG DATA TO MEASURE TOURISM'S SOCIAL AND EMOTIONAL IMPACT ON SOCIAL MEDIA: A CASE STUDY OF INDONESIA Romario De Fretes, Diego; Noviany, Henny; Farida Juliarta, Evie; Sandya, Deasy; Charviandi, Adrie
INTERNATIONAL JOURNAL OF SOCIETY REVIEWS Vol. 2 No. 1 (2024): JANUARY
Publisher : Adisam Publisher

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This study employed advanced sentiment analysis techniques on extensive social media datasets to examine the social and emotional impact of tourism, with a focus on the Indonesian context. The research provided nuanced insights into the complex interplay between tourism experiences and digital narratives by delving into sentiment variations and identifying prevalent emotional factors within online discourse. The study aimed to understand the evolving role of social media in shaping travel trends and explored the broader implications of tourism on societal dynamics and individual wellbeing. Findings from this research contributed to a comprehensive understanding of sentiments across diverse destinations, offering valuable insights for stakeholders in the tourism sector. For instance, positive sentiments dominated the discourse, comprising 68% of overall reactions, indicating a robust enthusiasm for Indonesia's tourism experiences. Negative sentiments accounted for 22%, signaling areas of concern or dissatisfaction, while the remaining 10% encompassed neutral sentiments, reflecting objective discussions. Additionally, the study discussed implications for tourism policy development, emphasizing the need for strategies that balance economic benefits with social and environmental considerations. By bridging quantitative and qualitative perspectives, this research aimed to facilitate informed decision-making and strategic planning within the dynamic landscape of the tourism industry, fostering sustainable practices and positive societal impacts.
EXPLORING PRESIDENTIAL CANDIDATE TRENDS IN THE LATEST GENERAL ELECTION: AN IN-DEPTH ANALYSIS OF POLITICAL DYNAMICS AND VOTER PREFERENCES Romario De Fretes, Diego; Muliadi Anangkota; Untung Muhdiarta; Karman; Iyad Abdallah Al- Shreifeen
INTERNATIONAL JOURNAL OF SOCIETY REVIEWS Vol. 2 No. 3 (2024): MARCH
Publisher : Adisam Publisher

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This comprehensive analysis thoroughly explores the latest general election, meticulously dissecting the multifaceted dynamics surrounding presidential candidate trends and voter preferences. Through an exhaustive examination of various factors such as campaign strategies, fluctuations in public opinion, and socio-economic influences, it endeavors to understand the intricate electoral landscape comprehensively. This study unveils the underlying forces steering electoral outcomes by closely scrutinizing candidate performance and discerning key themes that shape voter sentiment. Through rigorous data analysis and interpretation, emerging patterns are meticulously identified, offering invaluable insights into the potential trajectory of future political landscapes. This research is a vital resource, significantly contributing to our comprehension of contemporary elections and equipping stakeholders with essential knowledge to navigate the complex political terrain with confidence and efficacy. By shedding light on the interplay of factors influencing electoral dynamics, this analysis enables policymakers, political strategists, and the general public to make informed decisions and anticipate future developments in the political arena. Keywords: presidential election, candidate trends, voter preferences, political dynamics, campaign strategies, electoral outcomes, public opinion, socio-economic influences, political landscape, policymaking.
Co-Authors Charviandi, Adrie Farida Juliarta, Evie Iyad Abdallah Al- Shreifeen Karman Muliadi Anangkota Noviany, Henny Sandya, Deasy Untung Muhdiarta