Sustainable development is no longer an option, but a requirement. Under this awareness, UN adopted 17 goals for a new sustainable development agenda on September 2015, named ‘Sustainable Development Goals(SDGs)’. The Korean Society of Rural Planning(KSRP) is established on July 1994 for the sustainable development of rural areas. On the purpose to quantitatively analyze the research trend of KSRP’s publications with the viewpoint of SDGs, the qualitative documents of 17 SDGs and 771 publications were mathematically transformed into vectors and the similarity was numerically measured with the ‘Vector Space Model(VSM)’. The results show that ‘Sustainable cities and communities(SDG 11)’, ‘Zero hunger(SDG 2)’, ‘Life on land(SDG 15)’ and ‘Responsible consumption and production(SDG 12)’ have strong relationships with KSRP, while those of ‘Affordable and clean energy(SDG 7)’, ‘Peace, justice and strong institution(SDG 16)’ and ‘Gender equality(SDG 5)’ are weak. It is also found that the relationships of KSRP publications with ‘energy’ and ‘climate change’ issues(SDG 7, 13) were greatly increased during the period of 1995-2016, in spite of their weak relationships.