Her multidisciplinary approach integrates Social media and Advertising in her work. She connects Advertising with Social media in her research. Her study deals with a combination of Internet privacy and World Wide Web. In her works, Melissa J. Krauss performs multidisciplinary study on World Wide Web and Internet privacy. Her study connects Online and offline and Operating system. Online and offline is closely attributed to Operating system in her study. Demographics is often connected to Demography in her work. Demography is closely attributed to Demographics in her study. Melissa J. Krauss merges Machine learning with Sentiment analysis in her research.