The aim of the study is to explore the essential characteristic of tourism,transport,and terrorism and to highlight the connection between them.Tourism as a phenomenon is related to the question“why do people travel?...The aim of the study is to explore the essential characteristic of tourism,transport,and terrorism and to highlight the connection between them.Tourism as a phenomenon is related to the question“why do people travel?”.The answer to this question requires clarifying a number of sociological and psychological features such as leisure and budget time travel,motivation for travel,psychological benefits,fashion,terrorism,and more.Tourism is a socio-economic and cultural phenomenon that has multiple manifestations.It is one of the factors and driving forces of globalization.Its operation and development leads to the emergence of different economic,socio-cultural,environmental,political,and health effects,making it an indispensable part of modern life.展开更多
While people met in order to socialize on public spaces in the past, these areas are perceived as a ‘alone in the crowds’ by people who are in the loneliness of modern era, as well as these areas still serve as a so...While people met in order to socialize on public spaces in the past, these areas are perceived as a ‘alone in the crowds’ by people who are in the loneliness of modern era, as well as these areas still serve as a social area. Individuals from all of society, especially minority groups, feel that they are accepted and they show themselves in a way in the public space. Even though the perception and usage of public space have changed in time, people still feel free themselves in these areas. However, ‘terrorism’, which is a reality in today's world, is one of the cases which pose danger to the public spaces. Thus, the image of these areas has changed from “the areas where individuals they feel freer” to “the areas where people are vulnerable to many potential attacks”. This study tells you how the public perception has changed over time and examine the intended use of the public due to these changes. Terrorist activities increased all of the World and public spaces of the individual in the face of this reality, perception and Jane Jacobs, urban life and public relations with the charm of the terrorist phenomenon is one of the main problems the 21st century in the context of views on security are discussed. Also in this report, in order to provide a team recommendation for safe public space taking into account the author's views on security was available. For this purpose, the metropolis of Istanbul is selected as the study area were interviewed and the people living in Istanbul with internet environment. At the end of the 90s until today has changed the perception of how the public and in the public domain when individuals are discussed how they use.展开更多
One of the biggest dangers to society today is terrorism, where attacks have become one of the most significantrisks to international peace and national security. Big data, information analysis, and artificial intelli...One of the biggest dangers to society today is terrorism, where attacks have become one of the most significantrisks to international peace and national security. Big data, information analysis, and artificial intelligence (AI) havebecome the basis for making strategic decisions in many sensitive areas, such as fraud detection, risk management,medical diagnosis, and counter-terrorism. However, there is still a need to assess how terrorist attacks are related,initiated, and detected. For this purpose, we propose a novel framework for classifying and predicting terroristattacks. The proposed framework posits that neglected text attributes included in the Global Terrorism Database(GTD) can influence the accuracy of the model’s classification of terrorist attacks, where each part of the datacan provide vital information to enrich the ability of classifier learning. Each data point in a multiclass taxonomyhas one or more tags attached to it, referred as “related tags.” We applied machine learning classifiers to classifyterrorist attack incidents obtained from the GTD. A transformer-based technique called DistilBERT extracts andlearns contextual features from text attributes to acquiremore information from text data. The extracted contextualfeatures are combined with the “key features” of the dataset and used to perform the final classification. Thestudy explored different experimental setups with various classifiers to evaluate the model’s performance. Theexperimental results show that the proposed framework outperforms the latest techniques for classifying terroristattacks with an accuracy of 98.7% using a combined feature set and extreme gradient boosting classifier.展开更多
This study examines the evolution of Al-Shabaab’s extremist ideology in the Horn of Africa through David Rapoport’s Four Waves of Terrorism framework. It aims to analyze the persistent influence of Al-Shabaab amidst...This study examines the evolution of Al-Shabaab’s extremist ideology in the Horn of Africa through David Rapoport’s Four Waves of Terrorism framework. It aims to analyze the persistent influence of Al-Shabaab amidst counterinsurgency efforts, highlighting the interplay between local grievances and global jihadist narratives. Through an ideological analysis of secondary sources, the research reveals that Al-Shabaab merges Somali nationalism with global jihadist ideologies, framing its struggle as both a local defense against foreign intervention and part of Islamic movement. This dual narrative is crucial for sustaining recruitment and operational resilience, illustrating the complexities of contemporary terrorism in the region.展开更多
文摘The aim of the study is to explore the essential characteristic of tourism,transport,and terrorism and to highlight the connection between them.Tourism as a phenomenon is related to the question“why do people travel?”.The answer to this question requires clarifying a number of sociological and psychological features such as leisure and budget time travel,motivation for travel,psychological benefits,fashion,terrorism,and more.Tourism is a socio-economic and cultural phenomenon that has multiple manifestations.It is one of the factors and driving forces of globalization.Its operation and development leads to the emergence of different economic,socio-cultural,environmental,political,and health effects,making it an indispensable part of modern life.
文摘While people met in order to socialize on public spaces in the past, these areas are perceived as a ‘alone in the crowds’ by people who are in the loneliness of modern era, as well as these areas still serve as a social area. Individuals from all of society, especially minority groups, feel that they are accepted and they show themselves in a way in the public space. Even though the perception and usage of public space have changed in time, people still feel free themselves in these areas. However, ‘terrorism’, which is a reality in today's world, is one of the cases which pose danger to the public spaces. Thus, the image of these areas has changed from “the areas where individuals they feel freer” to “the areas where people are vulnerable to many potential attacks”. This study tells you how the public perception has changed over time and examine the intended use of the public due to these changes. Terrorist activities increased all of the World and public spaces of the individual in the face of this reality, perception and Jane Jacobs, urban life and public relations with the charm of the terrorist phenomenon is one of the main problems the 21st century in the context of views on security are discussed. Also in this report, in order to provide a team recommendation for safe public space taking into account the author's views on security was available. For this purpose, the metropolis of Istanbul is selected as the study area were interviewed and the people living in Istanbul with internet environment. At the end of the 90s until today has changed the perception of how the public and in the public domain when individuals are discussed how they use.
文摘One of the biggest dangers to society today is terrorism, where attacks have become one of the most significantrisks to international peace and national security. Big data, information analysis, and artificial intelligence (AI) havebecome the basis for making strategic decisions in many sensitive areas, such as fraud detection, risk management,medical diagnosis, and counter-terrorism. However, there is still a need to assess how terrorist attacks are related,initiated, and detected. For this purpose, we propose a novel framework for classifying and predicting terroristattacks. The proposed framework posits that neglected text attributes included in the Global Terrorism Database(GTD) can influence the accuracy of the model’s classification of terrorist attacks, where each part of the datacan provide vital information to enrich the ability of classifier learning. Each data point in a multiclass taxonomyhas one or more tags attached to it, referred as “related tags.” We applied machine learning classifiers to classifyterrorist attack incidents obtained from the GTD. A transformer-based technique called DistilBERT extracts andlearns contextual features from text attributes to acquiremore information from text data. The extracted contextualfeatures are combined with the “key features” of the dataset and used to perform the final classification. Thestudy explored different experimental setups with various classifiers to evaluate the model’s performance. Theexperimental results show that the proposed framework outperforms the latest techniques for classifying terroristattacks with an accuracy of 98.7% using a combined feature set and extreme gradient boosting classifier.
文摘This study examines the evolution of Al-Shabaab’s extremist ideology in the Horn of Africa through David Rapoport’s Four Waves of Terrorism framework. It aims to analyze the persistent influence of Al-Shabaab amidst counterinsurgency efforts, highlighting the interplay between local grievances and global jihadist narratives. Through an ideological analysis of secondary sources, the research reveals that Al-Shabaab merges Somali nationalism with global jihadist ideologies, framing its struggle as both a local defense against foreign intervention and part of Islamic movement. This dual narrative is crucial for sustaining recruitment and operational resilience, illustrating the complexities of contemporary terrorism in the region.
