Big data "anti-pornography" is about to be launched? Perhaps someone who meets the following characteristics is already dangerous?
Big data "anti-pornography" is a new technological change and moral issue. In today's rapid development of information, the efficient use of massive data has become an important issue. However, a hot issue has recently emerged, that is, the "anti-pornography" of big data. What are the technical principles and ethical considerations under this seemingly novel concept? This article will walk you through the mysteries.
1. The basic theory of "anti-pornography" big data.
The "anti-pornography" campaign based on big data is dominated by artificial intelligence and machine learning. In short, it is to use a large amount of big data and use algorithmic modeling methods to find those contents that may be related to pornography. So, where does the information come from?
The Internet is a vast amount of information**. On the Internet, there will be a large number of **, text and other information every day, and among these information, there is no lack of pornography. With a web crawler, we can fetch relevant information from major sites and store it in a database.
In addition, the society provides a wealth of data. Behavioral traits such as posting, commenting, and liking in social media can be used as research objects. Through in-depth mining of massive and massive information, the potential interests and behavior patterns of users are excavated.
2. The moral problems faced by the "anti-pornography" in the era of big data.
Although the use of big data to "eliminate pornography" has a certain degree of feasibility, there are still many problems with its ethics.
The first is about personal privacy. In order to obtain sufficient massive data, it is necessary to collect massive individual information. It's a question of privacy. Once data is misused or leaked, it will bring great harm to individuals.
Misjudged things. Although the current development of machine learning and artificial intelligence and other technologies is relatively perfect, it still cannot achieve 100% accuracy. In other words, the use of big data to "eliminate pornography" has a certain degree of misjudgment. This will cause great suffering to people who suffer from miscarriages of justice, and at the same time have a negative impact on society as a whole.
3. The prospect of "anti-pornography" based on big data.
Therefore, on the premise of protecting the rights and interests of the public, full consideration should be given to protecting the privacy of citizens. This requires us to work on both technical and regulatory fronts.
Methodologically, it is necessary to improve the accuracy of the calculation and reduce the probability of errors. On this basis, a more complete privacy protection mechanism is established to effectively avoid excessive use and leakage of users' privacy.
At the legislative level, it is necessary to build and improve the laws and systems related to the "elimination of pornography", and clearly define the process of processing big data and related legal obligations. Only in this way can we enjoy the convenience of technology and protect our own rights and interests.
Fourth, summary. The "anti-pornography" of big data is not only a new technological change, but also a moral problem. In this process, we need to find a balance between a strong fight against pornography and a better protection of citizens' privacy. It's a difficult thing to do, but we firmly believe that through everyone's cooperation, we will have a way. Next, let's wait and see what kind of scene will be presented after using big data to "sweep pornography".