In view of recent higher education contracting because of a declining birth rate and an explosive forming of technology, this research systematically cross-employed a technology acceptance model (TAM) and rational decision-making model (RDM) methodology to discuss from an interdisciplinary perspective the co-relationships between the assessed criteria and evaluated weights of four famous and accredited World University Rankings, the most promising features of massive open online courses (MOOCs), and the sustainable development goals (SDGs) of university social responsibility (USR) principles based on students’, faculties’ and government officers’ interviewee appraised perspectives. Statistically, the weight-questionnaires of random students and professional experts were cross-measured by a factor analysis (FA) of quantitative analysis and an analytical network process (ANP) method of qualitative analysis. As a result, the aggregation technology function (ATF) is the most sustainable niche principle of social media education, not only fulfilling the Making Education More Equitable (MEME), Diminishing Poverty (DP), and Making Gender More Equality (MGME) initiatives of the institution’s USR principles but also increasing the Industry Income (II) of the Times Higher Education (THE) World University Rankings in order to attract, trigger, and drive the students to make a decision to sincerely register in institutions in a higher education contracting era.