scholarly journals Analisis Sentimen terhadap Penanggulangan Bencana di Indonesia

2021 ◽  
Vol 19 (2) ◽  
pp. 17
Author(s):  
Endah Nofiyanti ◽  
Erry Maricha Oki Nur Haryanto
Keyword(s):  
Sentiment Analysis ◽  
Natural Disaster ◽  
Disaster Management ◽  
Human Error ◽  
Human Life ◽  
Psychological Impact ◽  
National Agency ◽  
The Public ◽  
Property Losses ◽  
Public Reaction

Disasters have become a part of human life, whether natural disaster, non-natural disaster or from human error, which is causes fatalities, environmental damages, property losses, or psychological impact, especially in Indonesia. The National Agency for Disaster Countermeasure (BNPB) is the Indonesian board for natural disaster affairs. For each region, Badan Penanggulangan Bencana Daerah (BPBD) as for as the regional disaster management. Social media has become a part of everyday life for people nowdays. The purpose of this research is to find out the public reaction, with classification positive, neutral or negative opinion to the disaster management in Indonesia from Twitter. One text mining method from Natural Processing Language (NLP) is sentiment analysis. Sentiment analysis applied to analyze data with public opinion as the decision-making support. Based on the research, there were 23,53 % positive tweets, 57,35 % neutral tweets and 19,12 % negative tweets. From the result, mostly Indonesian have neutral opinion about the disaster management. The result also displayed in histogram, pie chart and word cloud.

scholarly journals TEOLOGI BENCANA DALAM PERSPEKTIF M. QURAISH SHIHAB

2013 ◽  
Vol 14 (1) ◽  
pp. 37
Author(s):  
Mrs. Khafidhoh
Keyword(s):  
Natural Disaster ◽  
Human Error ◽  
Human Life ◽  
Human Being ◽  
Human Beings ◽  
Volcano Eruption ◽  
The Past ◽  
Individual Aspect ◽  
The Will ◽  
Divine Punishment

Human life has always been dealt with various disasters from earthquake,  tsunami to volcano eruption. In the past, as listed in the Qur’an, a lot of stories depicted the vanished people of unbeliever. While the cases of unbeliever referred to the punishment of Alloh, the query is whether the disaster happened to the Believer served as the Divine punishment. Two questions are discussed in this research: (1) How Quraish Shihab interpreted the verses of disaster?, and (2) What is the theology of disaster in Quraish Shihab’s Tafsir al-Misbah? The research shows that natural disaster occurred, in Quraish Shihab’s view, due to the imbalance of environment. Alloh has created harmonious environment, but human being tends to conduct chaos and destruction. Disaster could be concluded into three: (1) disaster that denoted collective destruction, (2) disaster that related to the destruction of meaning, and (3), disaster that dealt with the danger. The cause of disaster could be categorized into three, namely, (1) disaster due to the will of God (2) disaster due to human error (3) disaster due to the wickedness of human. Pertaining to the ethics facing disaster, one couldrefer to istirja’, patience, learning, the obedience to Alloh. The lesson learned from the disaster are among others, (1) individual aspect : (a) increasing the degree of faith, (b) supporting one’s proximity to God, (c) realizing the love of God, (d) situating one’s faith and (e) supporting one’s humility and (2) social one, building solidarity among human beings.

Applying sentiment analytics to examine social media crises: a case study of United Airline's crisis in 2017

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Xin Tian ◽  
Wu He ◽  
Feng-Kwei Wang
Keyword(s):  
Social Media ◽  
Sentiment Analysis ◽  
Social Media Data ◽  
Content Type ◽  
The Public ◽  
Response Strategies ◽  
Related Information ◽  
Valence And Arousal ◽  
Public Reaction ◽  
Media Data

PurposeIn recent years, social media crises occurred more and more often, which negatively affect the reputations of individuals, businesses and communities. During each crisis, numerous users either participated in online discussion or widely spread crisis-related information to their friends and followers on social media. By applying sentiment analysis to study a social media crisis of airline carriers, the purpose of this research is to help companies take measure against social media crises.Design/methodology/approachThis study used sentiment analytics to examine a social media crisis related to airline carriers. The arousal, valence, negative, positive and eight emotional sentiments were applied to analyze social media data collected from Twitter.FindingsThis research study found that social media sentiment analysis is useful to monitor public reaction after a social media crisis arises. The sentiment results are able to reflect the development of social media crises quite well. Proper and timely response strategies to a crisis can mitigate the crisis through effective communication with the customers and the public.Originality/valueThis study used the Affective Norms of English Words (ANEW) dictionary to classify the words in social media data and assigned the words with two elements to measure the emotions: valence and arousal. The intensity of the sentiment determines the public reaction to a social media crisis. An opinion-oriented information system is proposed as a solution for resolving a social media crisis in the paper.

scholarly journals How Indonesian People in the Past Deal with Disaster Mitigation? An archaeological perspective

2022 ◽  
Vol 17 (1) ◽  
pp. 13-20
Author(s):  
Atina Winaya ◽  
Ashar Murdihastomo
Keyword(s):  
Natural Disaster ◽  
Disaster Management ◽  
Human Life ◽  
Disaster Mitigation ◽  
Literature Study ◽  
Study Approach ◽  
The Past ◽  
Relevant Today ◽  
Prone Area ◽  
Character Building

Bencana alam adalah bagian dari riwayat bangsa kita sejak masa prasejarah. Meskipun bencana alam merupakan hal yang tidak terpisahkan dari kehidupan masyarakat Indonesia, namun disadari masih kurang kesadaran dan kesiapan terhadap kondisi ini. Hal tersebut ditunjukkan dengan tingginya angka kerugian material dan non material dalam setiap kejadian bencana. Keadaan ini disebabkan oleh belum optimalnya pelaksanaan penanggulangan bencana di Indonesia, khususnya dalam mitigasi bencana. Untuk merumuskan konsepsi baru penanggulangan bencana, masyarakat saat ini harus belajar menghadapi bencana alam dari manusia di masa lalu. Nilai dan kearifan lokal masih relevan hingga saat ini karena kita hidup di nusantara yang sama. Sebagai ilmu yang mempelajari budaya manusia yang telah punah, arkeologi dapat membantu menjelaskan sejarah bencana di suatu wilayah dan dampaknya terhadap kehidupan manusia di masa lalu. Dengan menggunakan pendekatan studi kepustakaan, tulisan ini bertujuan untuk mendeskripsikan aksi mitigasi bencana yang dilakukan oleh leluhur bangsa Indonesia sebagai acuan mitigasi bencana di zaman modern ini. Setidaknya ada dua sorotan nilai yang masih relevan. Pertama, pembinaan mental dan karakter masyarakat yang tinggal di daerah rawan bencana, dan kedua pembangunan fisik mengenai sifat bencana di masing-masing daerah. A natural disaster is part of our nation’s journey from the prehistoric era. Even though natural disaster is an inseparable matter with Indonesian people’s lives, but there is still a lack of awareness and readiness due to this issue. The high number sees it as material and non-material losses in every disaster event. This situation is caused by non-optimally disaster management implementation in Indonesia, especially in disaster mitigation. To formulate the new conception of disaster management, modern people should learn how to deal with natural disasters from ancient people. Values and local wisdom are still relevant today since we live in the same archipelago. As a science that studies extinct human culture, archaeology can help explain the history of disasters in a region and its impact on human life in the past.  Using the literature study approach, this paper aims to describe disaster mitigation actions implemented by Indonesia’s ancestors as a reference to disaster mitigation in modern times. At least there are two highlights of values that are still relevant. First is the mental and character building of people who live in a disaster-prone area, and second is the physical development regarding the nature of disaster in each region.

Emotional labor as carnivalesque behavior: Avoiding administrative evil in the public space

2017 ◽  
Vol 17 (2) ◽  
pp. 199-216
Author(s):  
Cindy L. Pressley ◽  
Michael E. Noel
Keyword(s):  
Public Space ◽  
Natural Disaster ◽  
Disaster Management ◽  
Emotional Labor ◽  
Public Servants ◽  
The Public ◽  
Rational Mind ◽  
The Mind ◽  
Natural Disaster Management ◽  
Emergency Professionals

Metaphors are used a great deal in theory but are not always fully explained. This paper expands on the carnival metaphor used by Boje (2001) by clarifying the type of carnival the metaphor describes, in this case the sideshow carnival. The sideshow carnival metaphor helps to explain how emotional labor can be used to avoid situations of administrative evil that have been partially caused by the separation of mind/body of public servants operating in public space. The authors of this article illustrate the application of the sideshow carnival metaphor by showing how emergency professionals in the area of natural disaster management have become more professionalized over the last several decades. This professionalization has led to a focus on the rational mind over the emotional body. By engaging in emotional labor, emergency professionals are engaging in carnivalesque behavior that helps to repair the mind/body connection. If the connection is not repaired, the rational mind will take over and the public space wherein the emergency professional exists can co-opt the professional leading them to be unable to see the potential evil acts they might commit.

Automated Characterization of Atheromatous Plaque in Intravascular Ultrasound Images Using Neuro Fuzzy Classifier

2012 ◽  
Vol 58 (4) ◽  
pp. 425-431 ◽  
Author(s):  
D. Selvathi ◽  
N. Emimal ◽  
Henry Selvaraj
Keyword(s):  
Intravascular Ultrasound ◽  
Human Error ◽  
Human Life ◽  
Classification Performance ◽  
Atheromatous Plaque ◽  
Ultrasound Images ◽  
Fuzzy Classifier ◽  
Neuro Fuzzy ◽  
Calcified Tissues

Abstract The medical imaging field has grown significantly in recent years and demands high accuracy since it deals with human life. The idea is to reduce human error as much as possible by assisting physicians and radiologists with some automatic techniques. The use of artificial intelligent techniques has shown great potential in this field. Hence, in this paper the neuro fuzzy classifier is applied for the automated characterization of atheromatous plaque to identify the fibrotic, lipidic and calcified tissues in Intravascular Ultrasound images (IVUS) which is designed using sixteen inputs, corresponds to sixteen pixels of instantaneous scanning matrix, one output that tells whether the pixel under consideration is Fibrotic, Lipidic, Calcified or Normal pixel. The classification performance was evaluated in terms of sensitivity, specificity and accuracy and the results confirmed that the proposed system has potential in detecting the respective plaque with the average accuracy of 98.9%.

Disaster Diplomacy as an Alternative Approach for Indonesia's Instrument of Foreign Policy in ASEAN

2018 ◽  
Vol 14 (1) ◽  
pp. 1 ◽  
Author(s):  
Arfin Sudirman ◽  
Animbyo Cahya Putra
Keyword(s):  
Foreign Policy ◽  
Natural Disaster ◽  
Disaster Management ◽  
Emergency Response ◽  
Qualitative Methodology ◽  
Regional Cooperation ◽  
Focal Point ◽  
Disaster Prevention ◽  
Alternative Approach ◽  
Tsunami 2004

ASEAN is one of the regions with the highest rate of disaster vulnerability. Tsunami 2004 has triggered the momentum for Indonesia and ASEAN to deal with disaster-related issues more seriously. Losses and casualties from the catastrophe led to the decision by Indonesian government to put disaster prevention and risk reduction as a priority. Indonesia continues to encourage and supporting ASEAN in order to improve the region’s capability to deal with natural disaster. Through AADMER (ASEAN Agreement on Disaster Management and Emergency Response) that was signed in July 2005, ASEAN held an unequivocal and defined base in any efforts of disaster management, especially in the ASEAN region. Through Qualitative Methodology, this paper will discuss about how the disaster diplomacy of Indonesia contributes to the improvement of ASEAN’s capability in the disaster management, but also examines BNPB as both the backbone and the focal point of Indonesia’s disaster management, which then leads up to how disaster can abolish certain diplomatic hurdles, as well as improving regional cooperation, and strengthen the Indonesia’s position as a key country in regional disaster management.

Algorithm Comparation of Naive Bayes and Support Vector Machine based on Particle Swarm Optimization in Sentiment Analysis of Freight Forwarding Services

2020 ◽  
Vol 4 (2) ◽  
pp. 362-369
Author(s):  
Sharazita Dyah Anggita ◽  
Ikmah
Keyword(s):  
Support Vector Machine ◽  
Sentiment Analysis ◽  
Naive Bayes ◽  
Naïve Bayes ◽  
Support Vector ◽  
The Public ◽  
Svm Algorithm ◽  
Bayes Algorithm ◽  
Freight Forwarding ◽  
Improved Accuracy

The needs of the community for freight forwarding are now starting to increase with the marketplace. User opinion about freight forwarding services is currently carried out by the public through many things one of them is social media Twitter. By sentiment analysis, the tendency of an opinion will be able to be seen whether it has a positive or negative tendency. The methods that can be applied to sentiment analysis are the Naive Bayes Algorithm and Support Vector Machine (SVM). This research will implement the two algorithms that are optimized using the PSO algorithms in sentiment analysis. Testing will be done by setting parameters on the PSO in each classifier algorithm. The results of the research that have been done can produce an increase in the accreditation of 15.11% on the optimization of the PSO-based Naive Bayes algorithm. Improved accuracy on the PSO-based SVM algorithm worth 1.74% in the sigmoid kernel.

DESIGN AND DEVELOPMENT OF POPULATION SERVICE ADMINISTRATION SYSTEM WITH PIECES METHOD IN KEMIRI VILLAGE HEAD OFFICE BANTEN

2019 ◽  
Vol 1 (1) ◽  
pp. 33-45
Author(s):  
Rosdiana Rosdiana ◽  
Padeli Padeli ◽  
Revi Sajidah Sri Handayani ◽  
Rifky Alfian
Keyword(s):  
Human Error ◽  
Unified Modeling Language ◽  
Integrated System ◽  
Web Based ◽  
Administration System ◽  
Unified Modeling ◽  
The Public ◽  
File Storage ◽  
The Government ◽  
The Village

The public service administration system at the government offices of the Kemiri village office in the Kemiri District currently does not have a computerized and integrated system. Because the system runs, residents who submit letters for administrative completeness, still use the Ms.Word / Ms.Excel application. of course has many weaknesses including human error, not neat in file storage, resulting in the lengthy process of searching and making a cover letter and required reports. The analytical method used in this study is to use PIECES (Performance, Informance, Economy, Control, Efficiency, Service) analysis, the design of the model uses UML (Unified Modeling Language). The results of this study are web-based letter information systems at the Office of the Village Chief of Kemiri that can accessed using a local computer browser. Thus the information letter needed by the Kemiri Village community and more effective and efficient in making the letter.

Sign in / Sign up

Export Citation Format

Share Document