At present, growing demand of the management of huge volume of web contents, especially photos, require the software tools, which can store, index and retrieve the photos from the repository more efficiently. In this paper, we proposed a design solution using the semantic web technology. The goal is to integrate this knowledge-based ontology into the photo management system to improve the experience of the user's accessibility in the photo warehouse. Most of the existing photo album management software tools are built using the convention of traditional approaches, such as key-word based search or low-level image annotation approaches, which make it difficult to retrieve the user's desired photo successfully. To access those stored photos and retrieve them in an efficient manner, we designed an ontology-based photo album, which will allow the users to find their necessary information, in this case, photos effectively. Query language like Simple Protocol and Resource Query Language (SPARQL) is used to initiate the query within the photo repository. Our experience shows that this domain knowledge-based concept can improve the photo retrieval experience fruitfully.