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The authors constructed an automatic essay scoring (AES) model in a discussion forum where the result was compared with scores given by human evaluators. This research proposes essay scoring, which is conducted through two parameters, semantic and keyword similarities, using a SentenceTransformers pre-trained model that can construct the highest vector embedding. Combining these models is used to optimize the model with increasing accuracy.

The development of the model in the study is divided into seven stages: (1) data collection, (2) pre-processing data, (3) selected pre-trained SentenceTransformers model, (4) semantic similarity (sentence pair), (5) keyword similarity, (6) calculate final score and (7) evaluating model.

The multilingual paraphrase-multilingual-MiniLM-L12-v2 and distilbert-base-multilingual-cased-v1 models got the highest scores from comparisons of 11 pre-trained multilingual models of SentenceTransformers with Indonesian data (Dhini and Girsang, 2023). Both multilingual models were adopted in this study. A combination of two parameters is obtained by comparing the response of the keyword extraction responses with the rubric keywords. Based on the experimental results, proposing a combination can increase the evaluation results by 0.2.

This study uses discussion forum data from the general biology course in online learning at the open university for the 2020.2 and 2021.2 semesters. Forum discussion ratings are still manual. In this survey, the authors created a model that automatically calculates the value of discussion forums, which are essays based on the lecturer's answers moreover rubrics.

This study aims to examine Saudi female students' attitude toward peer feedback activity in writing classes with a list of questions for the students to follow during the activity, and to investigate the challenges that may prevent the use of such activity in Saudi EFL classes.

This study used a mixed-methods to ensure the credibility of the data and obtain clear descriptions about the topic. The study instruments are (1) Writing Essays, (2) Writing Checklist, (3) Questionnaire and (4) Semi-structured interview. The data were analysis with SPSS and o 10 software.

The study results indicated that students had a positive attitude toward peer feedback with a checklist in EFL writing class. For instance, their second written essay (post) has improved and has fewer mistakes than the first one. Also, most of the participants stated that peer feedback has improved their writing quality and has enhanced their writing awareness of their weaknesses and mistakes. Moreover, the interview had highlighted the main challenges that could affect using peer feedback in writing class. Finally, the results indicate the efficiency of peer feedback with a checklist in similar teaching contexts.

The study focused on a small number of participants (30 students). Besides, the study dealt with students at university level only and the study focused on female students.

Based on the study finding, it is recommended that peer feedback should be integrated in all EFL writing classes at all levels. Based on the study finding, it is recommended that peer feedback should be incorporated in all EFL writing classes at all levels. Using checklist can help the students to become more independent learners and in time they will be able to correct their own mistakes.

This paper fulfills an identified need to identify how integrating peer feedback activity in writing class can improve the students' writing performance and help them to be independent learners.

An understanding of the effects of zero tolerance policies in schools has resulted in rethinking of approaches to prevent conflict and creating a healthy school climate. Restorative practices (RP) have been looked to as an alternative to zero tolerance policies. At the same time, social emotional learning (SEL) programming has been implemented to provide students with the skills to communicate and build relationships with peers. The purpose of this paper is to provide a look at the historical context shaping the development of RP, and explore connections between RP and SEL. Considerations for implementation and conceptual models for implementing RP are also discussed.

Informed by education policy analysis methods, this essay places RP in their broader context, explores RP and considers such practices important to study due to the unintended effects stemming from “traditional” obedience-oriented punitive approaches to school discipline (American Psychological Association Zero Tolerance Task Force, 2008; O’Malley and Austin, 2014).

Based on the analysis of current research, the authors explain that when RP are implemented with SEL programming, it is an opportunity for educational practitioners to address issues around race, gender, disability, and other aspects of diversity. By integrating these approaches together, RP become a vehicle to develop students’ SEL skills, which includes communication skills, kindness, empathy, and caring.

An understanding of how zero tolerance policies have played out in the school setting has resulted in rethinking of current approaches to preventing conflict. Subsequently, educational leaders and professional associations have led a shift toward alternative models and practices in school discipline.

District, state, and federal policymakers have pressed for more constructive alternatives that foster a productive and healthy instructional climate without depriving large numbers of students the opportunity to learn (Skiba and Losen, 2016, p. 4). These approaches include RP, as well as integrating SEL into school practices and the curriculum.

Several challenges and opportunities lie ahead. Based on the firsthand work with schools and districts implementing restorative and SEL practices, as well as the knowledge and insights gained from this analysis of research, one important need to consider is the need to integrate school disciplinary practices, including RP, into the school context and existing structures.

By conducting this study of the research evidence on RP, the authors were able to gain insights into questions, including: How have school practitioners applied RP as an alternative to zero tolerance policies?

In this world of complexity, disruption, multi-layered crises and insecurity, people seek orientation, stability and meaning. This desire exists in everyday life, in working environments and even more in vacation time. Therefore, the way we see the world and how we interact with each other and with nature should also be reflected by tourist destinations. ‘Destination Conscience’ seems to be a promising conception that offers the desired contemporary design of destination realities and travel experiences. Accordingly, destinations and their products should be characterised by authenticity, meaning, sensitivity and humaneness on all levels. In this chapter, the concept of ‘integral ecology’ as a holistic worldview and new paradigm is presented. Integral ecology can be a source of perception and wisdom that enriches the ‘conscience’ of a destination and all its actors. Hence, this chapter addresses the question of how integral ecology can contribute to Destination Conscience. The essay uses the methods of literature review, application, transfer and case study.

Firstly, the concept of integral ecology will be presented. In the second part, this worldview will be applied to destinations. The enrichment of Destination Conscience by the principles of integral ecology can manifest in the destination's self-image and in the interaction in business relations and business actions. It can find expression in the operational management, organisation and development of a destination and in the design of the touristic services and products. In the third part, the case study of a Catholic monastery in the Altmühltal will be presented for further illustration.