Inulin is an important fructan in nature, which provides energy to organisms by different metabolic pathways. In one of the metabolic pathways, inulin can be converted to difructose anhydride III (DFA-III) by DFA-III-forming inulin fructotransferase (IFTase-III) and DFA-III can be further hydrolyzed to inulobiose by difructose anhydride III hydrolase (DFA-IIIase). Inulobiose is a kind of fructooligosaccharide that can play a role of prebiotics. However, the low activity of DFA-IIIase is the key factor restricting the production and investigation of inulobiose. Therefore, in this work, the enzymatic activity was attempted to be improved by protein engineering. According to the sequence analysis and homologous modeling, several amino acids involved in the active site and the loop region above the active pocket were modified and eight mutants were constructed. The mutants E389A and E91K obtained significantly increased activities, which were 3.63 and 2.57 times that of the wild-type AcDFA-Ⅲase, respectively. The higher activity of E389A and E91K was possibly ascribed to the higher hydrophobicity of Ala389 and tighter catalytic pocket area formed between Lys91 and His158, respectively. The work explored how to enhance the activity of DFA-IIIase, laying a foundation for mass production, further investigation, and application of inulobiose.