Malware is slang for malicious software. Malware is software designed specifically to disrupt a computer system. A trojan horse or a virus could be classified as Malware. Some advertising software can be malicious in that it can try to re-install itself after you remove it.
For the purpose of simplicity Malware is software specifically engineered to damage your machine or interrupt the normal computing environment.