The applicability of data mining to the academic criminological community
نویسندگان
چکیده
Data mining is a term that describes a suite of computationally intense processes that have developed in the commercial arena which explore relationships within large databases in order to extract value and, ultimately, profit. This report looks at whether the criminological community can benefit from these seemingly powerful data analysis tools and whether such tools can help to further theoretical understanding. The report firstly considers what data mining is and what it does, and discusses how this compares with and differs from more conventional analytical methods. It then describes how applicable these differences are to furthering criminological understanding. The paper argues that the commercial background of data mining and its focus on generating results over understanding raises issues concerning the reliability and integrity of the techniques in terms of making robust scientific statements. However, it goes on to suggest several ways in which data mining and computer science in general can help facilitate and complement more conventional and established methods. Acknowledgements The authors would like to acknowledge the British Academy for funding this research.
منابع مشابه
A Case Study of the Impact of Parental Diseases on the Probability of Hypertension Using Data Mining Techniques
Introduction: Hypertension is one of the most common health problems. As it has a major impact on other serious diseases such as cardiovascular diseases and strokes, and due to not having any specific symptoms, it is known as a silent killer. Therefore, proper diagnosis, control, and treatment of hypertension is crucial in health care systems and will indeed prevent the development of the other...
متن کاملThe Viewpoints of Nurses towards Applicability of Nursing Curriculum in Hospitals Affiliated to Hamedan University of Medical Sciences
Introduction: The appropriateness of nurses' educational program to their tasks in clinical practice is an inevitable fact. This study was performed to investigate the viewpoints of nurses employed in hospitals affiliated to Hamedan University of Medical Sciences towards the applicability of nursing curriculum presented during Bachelor of Nursing course. Methods: In this descriptive cross-sect...
متن کاملA Case Study of the Impact of Parental Diseases on the Probability of Hypertension Using Data Mining Techniques
Introduction: Hypertension is one of the most common health problems. As it has a major impact on other serious diseases such as cardiovascular diseases and strokes, and due to not having any specific symptoms, it is known as a silent killer. Therefore, proper diagnosis, control, and treatment of hypertension is crucial in health care systems and will indeed prevent the development of the other...
متن کاملExpert Discovery: A web mining approach
Expert discovery is a quest in search of finding an answer to a question: “Who is the best expert of a specific subject in a particular domain within peculiar array of parameters?” Expert with domain knowledge in any field is crucial for consulting in industry, academia and scientific community. Aim of this study is to address the issues for expert-finding task in real-world community. Collabor...
متن کاملComparison of Decision Tree and Naïve Bayes Methods in Classification of Researcher’s Cognitive Styles in Academic Environment
In today world of internet, it is important to feedback the users based on what they demand. Moreover, one of the important tasks in data mining is classification. Today, there are several classification techniques in order to solve the classification problems like Genetic Algorithm, Decision Tree, Bayesian and others. In this article, it is attempted to classify researchers to “Expert” and “No...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2006