Bidirectional Long Short-Term Memory for Analysis of Public Opinion Sentiment on Government Policy During the COVID-19 Pandemic DOI Open Access
Intan Nurma Yulita,

Ahmad Faaiz Al-Auza’i,

Anton Satria Prabuwono

et al.

International Journal of Advanced Computer Science and Applications, Journal Year: 2023, Volume and Issue: 14(11)

Published: Jan. 1, 2023

One of the initiatives adopted by Indonesian government to combat development COVID-19 in Indonesia is Community Activities Restrictions Enforcement. Many public opinions emerged, both for and against this policy. There are so many comments every second that it certainly not easy analyze them reading each one one. This task necessitates computer applications. Therefore, study was conducted produce an application can help sentiment on policy through social media, namely Twitter, into three classes: positive, neutral, negative. The method used research bidirectional long short-term memory (BiLSTM), algorithms deep learning. trains model using dataset, which consists 10,486 tweets. receives f1-score 76.67 %. Thus, be when same enforced. It determine acceptance system created as evaluation material review implemented future. However, concentrates how develop analysis does examine community responds

Language: Английский

Engaging children's voices for tourism and marine futures through drawing in Gili Trawangan, Indonesia DOI Creative Commons
Yim Ming Connie Kwong

Frontiers in Sustainable Tourism, Journal Year: 2024, Volume and Issue: 2

Published: Jan. 8, 2024

Ocean tourism is a primary source of income for many small-island and coastal communities. Participatory processes have been advocated to develop implement community-based management plans address various problems induced from development achieve the desired sustainable futures. One debate over such under-representation children. Using drawing workshops with children, this paper aims explore children's representations temporal orientations toward future marine environment tourist destination – Gili Trawangan in Indonesia. A total 91 children participated four January 2023. They were asked make two drawings based on following broad questions: (1) What do you see/do at sea coast now? (2) want 5 years later? also attended short interview describe explain what they had drawn. The represented uses by themselves, other users as well animals. expressed through their interview, including anticipation, hope, expectation, concern, anxiety despair. These offer very strong set information be included decision-making policy recommendations. This has reiterated that stake futures thus voices need heard. one attempts provide opportunities actively engage research heard innovative methodologies. It first attempt intent include subsequent process. adds existing literature engaging promote inter-generational justice, calls increased efforts realization component development.

Language: Английский

Citations

1
A systematic review of social capital in low-cost housing: A conceptual framework and lessons learned DOI Creative Commons
Chin Tiong Cheng, Hong Kok Wang, Gabriel Hoh Teck Ling

et al.

Social Sciences & Humanities Open, Journal Year: 2024, Volume and Issue: 10, P. 101089 - 101089

Published: Jan. 1, 2024

Language: Английский

Citations

1
Fostering forest commoning for rural livelihoods: Case of gram sabha federations in Vidarbha, India DOI
Gautam Prateek, Divya Gupta

Forest Policy and Economics, Journal Year: 2024, Volume and Issue: 168, P. 103292 - 103292

Published: Aug. 24, 2024

Language: Английский

Citations

1
Networks of action situations in social–ecological systems: current approaches and potential futures DOI Open Access
Christian Kimmich, Melf‐Hinrich Ehlers, Elke Kellner

et al.

Sustainability Science, Journal Year: 2023, Volume and Issue: 18(1), P. 1 - 10

Published: Jan. 1, 2023

Language: Английский

Citations

3
Reimagining Preservice Experiences for Aspiring Latino Teachers in the United States DOI
Donna Volpe, Sharon Lai-LaGrotteria,

Victoria Bisceglia

et al.

Action in Teacher Education, Journal Year: 2024, Volume and Issue: 46(2), P. 97 - 113

Published: Feb. 13, 2024

This study examines the significance of world views and life experiences preservice Latino teachers in United States as they uncover their untapped potential to address social, cultural, political needs a racially ethnically diverse student population. Using qualitative approach that includes in-depth individual interviews, we explore relationships, goals, insights five men studying teacher education. Specifically, investigate experiences, costs, barriers constructed biographies developed pedagogical knowledge burgeoning teachers. The participants share commitments, responsibilities out school. They also spoke multiple prevented them from entering profession, including credentialing, low expectations for learning, financial familial obligations, among other concerns. Results are discussed with recommendations reimagining education programs better support young color teaching profession.

Language: Английский

Citations

0
The art of the ‘common good’: Property and nature values in strategic land-use planning in Finland DOI Creative Commons
Matti Salo, Sari Puustinen, Pekka Jounela

et al.

Environmental Science & Policy, Journal Year: 2024, Volume and Issue: 159, P. 103815 - 103815

Published: July 2, 2024

Cutting across many biophysical, institutional, cultural, and psychological boundaries, the quest for 'common good' is an enduring legitimation land-use planning interventions that go beyond statutory planning, even supporting emergence of new commons. We analyse a body qualitative semi-quantitative data from recent strategic plan process in Southwest Finland, including series documents results Q study. describe how planners, citizens, stakeholder organisations co-created regional and, focusing on relationships between practice legal structures private property, ask commons were advanced relation to land ownership different interpretations common good reflected process. In studied process, planners strove emphasise by introducing symbols. However, was seen as threat landowners, their advocacy organisations, decision makers. Instead unavoidable impasse, we urge situation should be call novel solutions face ambitious spatially explicit nature conservation commitments increasingly contest prevailing perceptions nature, distinct good.

Language: Английский

Citations

0
An instituting-organisational framework for the interpretation of urban commoning. Lessons from a neighbourhood park DOI Creative Commons
Giusy Pappalardo, Laura Saija

Contesti Città territori progetti, Journal Year: 2024, Volume and Issue: 1, P. 18 - 39

Published: Nov. 25, 2024

Drawing on critical scholarship commoning processes, this article aims to contribute the debate by reflecting an argumentative case that took place in a neighbourhood public park northern outskirts of city Catania Italy. Based our direct engagement such process, we discuss rise and fall ‘commoning attempt’, with aim possibilities pitfalls associated collective effort take care neglected space. The is discussed using theoretical framework developed intersecting Argyris' theory organisational learning Esposito’s ‘instituting thought’ applied urban planning. Through narrative main stages nine-month variety sources evidence – field notes, archival materials, etc. –, some key elements advancement disciplinary opened instituting-organisational approach.

Language: Английский

Citations

0
Averting lock-in risks in social-ecological systems: a roadmap for pluralistic research and governance DOI Open Access
Pablo F. Méndez, Mihai Adamescu,

Bastian Bertsch-Hörmann

et al.

Published: Aug. 18, 2023

Although sustainability pathways are urgently needed to safeguard human and non-human life within a habitable Earth system, there is no consensual knowledge about how trigger such pathways, due differences in values, interests, power at multiple levels. While we develop actionable induce an equitable just way, need better comprehend avoid “locked-in” outcomes—strongly entrenched situations minimizing potential for change—in social-ecological systems (SES). Here, offer roadmap guide innovative research observe, understand, ultimately avoid, processes that can lock-ins spatiotemporal scales SES. We use recent illustrating lock-in dynamics the Guadalquivir Estuary Doñana Delta SES funnel experiences insights from other cases produce base comprehensive enough highlight novel avenues. Our organized three broad areas: (1) general cross-cutting themes; (2) policy, collective action governance; (3) plurality of values methodological pluralism, acknowledging role long-term socio-ecological (LTSER) platforms as transdisciplinary co-production spaces supporting solution creation. Hopefully, this may serve support solutions collectively learn navigate away SES, towards safer more pathways.

Language: Английский

Citations

1
Neglected Aspects and Maladaptation to Rules in Low-Cost Housing, Malaysia: Social Practices of Commoning DOI Creative Commons
Cheong Peng Au-Yong, Hong Kok Wang, Gabriel Hoh Teck Ling

et al.

Journal of Design and Built Environment, Journal Year: 2023, Volume and Issue: 23(3), P. 26 - 44

Published: Dec. 26, 2023

The enactment, monitoring, and enforcement of rules play a crucial role in determining the success self-organisation common properties within high-rise housing developments. However, maladaptation to these can arise from diverse factors such as parcel holders’ backgrounds, history, norms, culture, leading disrepair or emergence urban slums. This study examines two key issues: influence on properties, particularly apartments, occurrence due forced relocation squatters new environments. Employing mixed-method approach involving questionnaire survey, interviews, field observations, findings underscore significant impact housing. Furthermore, unfamiliar environments comes at heavy cost. paper advocates heightened attention soft human infrastructure, placemaking, introduction commoning social practice enhance adaptation living

Language: Английский

Citations

1
Collective action success factors and community satisfaction in Malaysia’s urban commons DOI

Hong-Kok Wang,

Teck Hong Tan

Housing Studies, Journal Year: 2024, Volume and Issue: unknown, P. 1 - 36

Published: Aug. 13, 2024

This study examines maintenance and management in socio-economically grounded multi-owned low-cost housing schemes Malaysia, employing an augmented institutional analysis framework. Focusing on collective action success factors, the research addresses two main questions: 'How does influence of six factors impact community satisfaction?' 'To what extent income parcel holders contribute to affecting satisfaction within action?' Combining quantitative qualitative methods, this encompasses a survey 633 Greater Kuala Lumpur subsequent interviews with local leadership. Successful self-management common properties was influenced by physical environment, social capital, rules-in-use, stakeholders' interest, adaptation, racial relationships. Additionally, acted as moderator between level environment attributes, well interests. recommends government subsidies for maintenance, contributing policy insights global discourse.

Language: Английский

Citations

0