Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries
نویسندگان
چکیده
منابع مشابه
A Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries
Social data in digital form, which includes user-generated content, expressed or implicit relationships between people, and behavioral traces, are at the core of many popular applications and platforms, and drive the research agenda of many researchers. The promises of social data are many, including understanding “what the world thinks” about a social issue, brand, product, celebrity, or other...
متن کاملBig Questions for Social Media Big Data: Representativeness, Validity and Other Methodological Pitfalls
Large-scale databases of human activity in social media have captured scientific and policy attention, producing a flood of research and discussion. This paper considers methodological and conceptual challenges for this emergent field, with special attention to the validity and representativeness of social media big data analyses. Persistent issues include the over-emphasis of a single platform...
متن کاملGene Ontology: Pitfalls, Biases, Remedies
The Gene Ontology (GO) is a formidable resource but there are several considerations about it that are essential to understand the data and interpret it correctly. The GO is sufficiently simple that it can be used without deep understanding of its structure or how it is developed, which is both a strength and a weakness. In this chapter, we discuss some common misinterpretations of the ontology...
متن کاملGene Ontology: Pitfalls, Biases, and Remedies.
The Gene Ontology (GO) is a formidable resource, but there are several considerations about it that are essential to understand the data and interpret it correctly. The GO is sufficiently simple that it can be used without deep understanding of its structure or how it is developed, which is both a strength and a weakness. In this chapter, we discuss some common misinterpretations of the ontolog...
متن کاملSocial and Ethical Responsibility against Social Determinism
Background: Because of the highlighted role of ethical responsibility in social and individual life, it is looked as an important issue in ethics area. Social responsibility that is defined as a sub-factor of ethical responsibility will have such an important place. What is discussed in responsibility discussions commonly is the “human will”. Responsibility is more based on the free will. In th...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Frontiers in Big Data
سال: 2019
ISSN: 2624-909X
DOI: 10.3389/fdata.2019.00013