Abstract: A recommendation method, a recommendation apparatus, an electronic device and a storage medium are provided, which relate to the field of computer technology. Specific implementation solution is the following: determining a current round of requirement and contextual information, according to session information; determining a plurality of recommendation items according to the current round of requirement and the contextual information; for each recommendation item of the recommendation items, determining a predicted click-through rate of the recommendation item according to the contextual information and a feature of the recommendation item; and determining at least one final recommendation item from the plurality of recommendation items, according to predicted click-through rates of the recommendation items. This application improves the analysis accuracy of the user's requirement, thereby improving the recommendation quality.