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Journal of Chinese
            Architecture and Urbanism                                            Visualizing research on Huizhou houses



            Table 3. The top 10 institutions                   institutions have successfully established cross-university,
                                                               cross-disciplinary, and cross-regional cooperation based
            No.       Institutions               Publications  on shared research interests and complementary resources,
            1         Anhui Polytechnic University   47        advancing the inheritance and development of Huizhou’s
            2         Huangshan University           38        traditional culture across different regions.
            3         Anhui University               28
            4         Anhui Normal University        24        4. Discussion
            5         Anhui Jianzhu University       19        4.1. Research hotspot
            6         Hefei University of Technology  17       Keywords provide a concise summary of a study’s theme,
            7         Hefei Normal University        12        content, and ideas, serving as an important indicator
            8         Anhui Agricultural University  11        in bibliometric research (Yang, 2023). Analyzing the
            9         Sichuan University             9         co-occurrence and clustering of keywords in the literature
            10        Tianjin University             8         related to traditional Huizhou houses helps clarify
                                                               relationships between various themes within this field,
                                                               offering an intuitive view of research hotspots and trends.
            investigates restoration techniques for traditional wooden
            houses in Huizhou. In terms of research methodology, the   From the keyword co-occurrence map (Figure 6), it can
            strong cultural and historical background of traditional   be observed that the number of nodes is 174, and the number
            Huizhou houses leads most authors to adopt qualitative   of  edges  is 225.  Larger  nodes  indicate  higher  keyword
            approaches,  such  as  literature  review,  case  studies,  and   frequency; more lines indicate increased co-occurrences
            field investigations, for an in-depth theoretical analysis   between two keywords, and thicker lines denote stronger
            of decorative arts and cultural symbolism. Quantitative   connections. Excluding the keyword “Huizhou traditional
            methods are applied primarily in studies on technology   houses,” which overlaps with the research theme, the
            applications, contemporary design, and industrialization.  keywords “cultural heritage,” “architectural features,” and
                                                               “Huizhou woodcarving” appear most frequently. This
              Table 3 reveals that Anhui Polytechnic University ranks
            first with 47 publications. Among the top 10 authors,   finding indicates that research on traditional Huizhou
                                                               houses encompasses not only the architectural esthetic
            three are affiliated with Anhui Polytechnic University,   and technical aspects but also emphasizes the cultural
            highlighting its significant achievements and outstanding   significance of these buildings and their role in bridging
            influence in this field. Geographically, eight of the top   the gap between contemporary design fields.
            institutions are based in Anhui province, likely due to both
            proximity to Huizhou and favorable local policies. The   The top 20 most important keywords were extracted
            presence of two institutions outside Anhui demonstrates   according to frequency-ranking statistics, and their
            that Huizhou culture’s influence has extended beyond   centrality was  calculated. Nodes  with high centrality
            regional boundaries, attracting wider academic attention.   indicate that the keyword plays a significant role in
            As shown in Figure 5, numerous nodes and connections   connecting multiple themes.  Table 4 shows that the
            link Anhui Polytechnic University, Huangshan University,   keyword with the highest centrality is “architectural
            and Sichuan University, indicating frequent academic   decoration.” Although not the most frequent keyword, it
            exchanges and collaborations among these three     links several high-frequency keywords, thus playing a core
            institutions. Located near Huizhou, Anhui Polytechnic   role in research on traditional Huizhou houses.
            University and Huangshan University benefit from     To further analyze the research focus and hotspots
            geographical proximity and access to academic resources   of Huizhou traditional houses, CiteSpace was used to
            for studying traditional Huizhou houses. Although   cluster keywords. After excluding the keyword “Huizhou
            Sichuan University is farther from Huizhou, as a key state-  traditional houses” to avoid thematic overlap, 10 clusters
            level university in Sichuan province, Southwest China, it   were identified, as shown in  Figure  7. Smaller cluster
            brings strong interdisciplinary research capabilities and   numbers indicate higher research activity, as these clusters
            academic influence. Each of these universities has distinct   contain more nodes.
            academic strength: Anhui Polytechnic University focuses
            on the architectural decorative elements of traditional   The clustering results indicate that the main research
            Huizhou houses and their cultural significance; Huangshan   focus on traditional Huizhou houses involves integrating
            University emphasizes the protection and inheritance   traditional architectural decorative elements into
            of local architectural culture; and Sichuan University   contemporary design to achieve cultural inheritance and
            excels in cross-regional comparative research. These three   innovation. Woodcarving components, a major decorative


            Volume 7 Issue 2 (2025)                         8                        https://doi.org/10.36922/jcau.4473
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