Toxicity Analysis and Sentiment Classification of Wonderland Indonesia by Alffy Rev using Support Vector Machine

Jurnal Sistem Komputer dan Informatika (JSON), Год журнала: 2024, Номер 5(3), С. 538 - 538

Опубликована: Апрель 9, 2024

The music industry's increasing reliance on digital platforms like YouTube for dissemination raises concerns about the potential impact of videos viewer sentiment and well-being. This study seeks to assess toxicity Wonderland Indonesia video by Alffy Rev through Support Vector Machine analysis, contributing our understanding effects content online audiences. research addresses challenge classification in leveraging Cross-Industry Standard Process Data Mining (CRISP-DM) framework. aims enhance accuracy applying a (SVM) with Synthetic Minority Over-sampling Technique (SMOTE) address class imbalance issues. problem revolves around need robust analysis models capable accurately discerning polarity within diverse datasets. Through systematic application CRISP-DM phases - business understanding, data preparation, modeling, evaluation, deployment examines efficacy SVM SMOTE tasks. findings demonstrate notable performance metrics, including (96.50%), precision (95.75%), recall (99.00%), F-measure (97.34%). AUC value substantially increases from 0.642 without 0.997 SMOTE, highlighting its effectiveness improving accuracy. In addition, comparative values between first second demonstrates distinct patterns: showcases Toxicity score 0.05290, metrics such as Profanity registering at 0.04815. Conversely, exhibits slightly lower 0.04744, varying Severe 0.01386.

Язык: Английский

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“She” power: role transition and self-empowerment of women in rural tourism

Journal of Sustainable Tourism, Год журнала: 2024, Номер unknown, С. 1 - 19

Опубликована: Окт. 21, 2024

It is widely believed that participation in tourism empowers women, particularly by providing direct employment and income generation. However, this perspective frequently overlooks women's agency self-actualization. This study examines the Tingsong Cultural Community (TCC) northeast China, integrating self-empowerment with role theory to focus on female tourism. Utilizing multiple data collection strategies, both primary secondary were gathered between July 2019 December 2022. Through inductive thematic analysis, research unpacks transitions of Chinese rural women within practices dynamics self-empowerment. The findings reveal that: (1) transition a dynamic process involving exploration, identification, obligation, marked an enhanced sense self-empowerment; (2) arises from awareness interaction, benefiting economic, cultural, subjective dimensions; (3) external support essential for empowerment, ideally starting vulnerable individuals allow develop organically. refines concepts while establishing relationship self-empowerment, contributing existing knowledge. practical implications related investment, endogenous development, digital engagement are insightful sustainability similar destinations.

Язык: Английский

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Contemporary Trends in Women's Entrepreneurship and Managerial Positions

Advances in logistics, operations, and management science book series, Год журнала: 2024, Номер unknown, С. 37 - 50

Опубликована: Дек. 6, 2024

This chapter presents a broader global overview of contemporary trends in women entrepreneurship and managerial positions within the tourism hospitality sector. The synthesized findings from various scholarly articles, industry reports, case studies to explore dynamic role diverse segments industry. have revealed that recent years witnessed significant increase women's involvement roles hospitality, driven by factors such as evolving societal norms, technological advancements, supportive governmental policies. However, despite these still face substantial challenges, including gender biases, restricted access capital, complexities balancing professional personal responsibilities. study highlighted numerous success stories who thrived entrepreneurs managers hospitality.

Язык: Английский

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Effective Technology for Gender Equity in the Hospitality Business

Advances in human and social aspects of technology book series, Год журнала: 2024, Номер unknown, С. 227 - 260

Опубликована: Июль 5, 2024

This chapter examines technology's essential role in promoting gender equity within the hospitality industry, presenting insights from a worldwide perspective. While shifting societal norms and expectations, firms are becoming increasingly aware of importance ensuring equality. When it comes to this endeavor, one most effective strategies is make efficient use technology. The authors investigated variety technological interventions, ranging recruiting platforms data analytics tools, that support more equitable hiring practices, eliminate prejudices, promote inclusivity at all levels business. Additionally, investigates exploitation technology for training development programs designed solve gender-specific difficulties growth diverse talent pools. Through cutting-edge technical solutions, businesses have potential not only strengthen their competitive advantage but also substantial contribution equal inclusive working environments worldwide.

Язык: Английский

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Mapping the landscape: a comprehensive bibliometric analysis of literature on entrepreneurship in tourism (2013–2023)

Journal of global entrepreneurship research, Год журнала: 2024, Номер 14(1)

Опубликована: Авг. 24, 2024

Язык: Английский

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