With the popularity of Internet, the E-mail has become one of the favored communication ways in modern human interaction. However, because of the technical flaws of the E-mail system, SMTP protocol (Simple Mail Transfer Protocol) sending E-mail don’t do any authentication, which gives the spammers chance to send a lot of spam lured by huge
(Read More…)
In information age, spam is considered as the most effective and inexpensive internet advertisement forms. Some speculators distribute illegal information by using the spams. Spams greatly interfere people’s daily life, consume their energy and time. More serious influences are: bringing information security hidden trouble, ruining ISP’s (Internet Service Provider) market figure, loosing the intangible assets,
(Read More…)
With the accelerated expansion of the Internet, people’s everyday life has become more and more inseparable from the various services supported by the Internet. E-mail is one of the most popular services on the Internet. As one of the earliest Internet services, e-mail has changed the way people exchange message so that the exchanges between
(Read More…)
With the rapid development of Internet technology, the text data is growing exponentially. In order to obtain the intrinsic relationship between the data and implied information, text mining technology emerges as the times require.Cluster analysis has a very important role in text mining and has an important feature of data mining, the paper will discuss
(Read More…)
It is very familiar to us when we talk about electronic mail (e-mail). With the rapid development of Internet, e-mail has become one of the most popular communicating modes for users for its conveniency, speediness and cheapness. But spam (also referred to as”junk mail”) is emerged with the convenience of e-mails, and bring harms to
(Read More…)
Electronic mail (E-mail) is becoming the most important communication way among the modem people, with the network and communication technology becoming advanced. But spam brings inconvenience to our lives and extremely bad impact to the security of the network. Solving the problem of spam is urgent. Today, content-based on machine learning methods have been introduced
(Read More…)
Email is becoming the most popular, convenient and economic means of communication, due to its cheapness and the popularization of internet. However, at the same time, When users receive their own messages, they are also annoyed by the various ads from network, the flooding of all kinds of Spam has become a headache problem for
(Read More…)
With the rapid development of Internet, because e-mail is easy to use, fast, cheap and reliable features, it has been quickly accepted by the vast number of Internet users. It has become the most popular service of Internet application. E-mail has brought us convenience, it has also produced a new problem, which is the emergence
(Read More…)
As the popularization of Internet, the efficient and cheep e-mail has become the substitute to the conventional papery mail. But at the same time, spam mails cause lots of problems. Content-based spam filtering technologies have become the mainstream anti-spam mail methods so far. Support vector machine (SVM), Bayes, windows and KNN are excellent ones of
(Read More…)
It is very familiar to us when we talk about electronic mail (e-mail). With the rapid development of Internet, e-mail has become one of the most popular communicating modes for users for its conveniency, speediness and cheapness. But spam (also referred to as”junk mail”) is emerged with the convenience of e-mails, and bring harms to
(Read More…)
