======Spam filter: An introduction====== Before the first lecture about spam filter, try to think about and answer those questions: * What do you think is spam? How would you define it? * Is the definition of spam the same for everyone? Would everyone label the same emails as spam? Would a person label the same set of emails as spam now and after five years? * What is a spam filter according to you? What inputs does it have and what outputs? * What are the attributes of spam? How can you decide whether an email is a spam or normal email? * Can one spam filter be used for everyone? How can a spam filter keep its efficiency over time? How can a spam filter work for different people? * Can a spam filter commit errors? What type of errors? When is one filter better than another? Are all errors equally serious, or are there some more serious than others?