activity
20202023
most citedRandomizing hypergraphs preserving degree correlation and local clustering

27 citations · 71 across the 6 of their papers we have counts for

collaborators

6 papers

cs.SI2023★ 5 cited

Random Walk Sampling in Social Networks Involving Private Nodes

Kazuki Nakajima, Kazuyuki Shudo

Analysis of social networks with limited data access is challenging for third parties. To address this challenge, a number of studies have developed algorithms that estimate proper…

cs.DL2023★ 19 cited

Quantifying gender imbalance in East Asian academia: Research career and citation practice

Kazuki Nakajima, Ruodan Liu, Kazuyuki Shudo +1

Gender imbalance in academia has been confirmed in terms of a variety of indicators, and its magnitude often varies from country to country. Europe and North America, which cover a…

physics.soc-ph2022★ 11 cited

Higher-order rich-club phenomenon in collaborative research grants

Kazuki Nakajima, Kazuyuki Shudo, Naoki Masuda

Modern scientific work, including writing papers and submitting research grant proposals, increasingly involves researchers from different institutions. In grant collaborations, it…

cs.SI2021

Social Graph Restoration via Random Walk Sampling

Kazuki Nakajima, Kazuyuki Shudo

Analyzing social graphs with limited data access is challenging for third-party researchers. To address this challenge, a number of algorithms that estimate structural properties v…

physics.soc-ph2021★ 27 cited

Randomizing hypergraphs preserving degree correlation and local clustering

Kazuki Nakajima, Kazuyuki Shudo, Naoki Masuda

Many complex systems involve direct interactions among more than two entities and can be represented by hypergraphs, in which hyperedges encode higher-order interactions among an a…

cs.SI2020★ 9 cited

Estimating Properties of Social Networks via Random Walk considering Private Nodes

Kazuki Nakajima, Kazuyuki Shudo

Accurately analyzing graph properties of social networks is a challenging task because of access limitations to the graph data. To address this challenge, several algorithms to obt…