activity
20082020
most citedEffective and efficient approximations of the generalized inverse of the graph Laplacian matrix with an application to current-flow betweenness centrality

8 citations · 21 across the 12 of their papers we have counts for

collaborators

16 papers

cs.DL2020

Quantifying the higher-order influence of scientific publications

Massimo Franceschet, Giovanni Colavizza

Citation impact is commonly assessed using direct, first-order citation relations. We consider here instead the indirect influence of publications on new publications via citations…

cs.CY2019

Crypto art: A decentralized view

Massimo Franceschet, Giovanni Colavizza, Tai Smith +6

This is a decentralized position paper on crypto art, which includes viewpoints from different actors of the system: artists, collectors, galleries, art scholars, data scientists.…

cs.SI2017★ 2 cited

The Massey's method for sport rating: a network science perspective

Massimo Franceschet, Enrico Bozzo

We revisit the Massey's method for rating and ranking in sports and contextualize it as a general centrality measure in network science.

cs.SI2016

Arbitrarily regularizable graphs

Massimo Franceschet, Enrico Bozzo

A graph is regularizable if it is possible to assign weights to its edges so that all nodes have the same degree. Weights can be positive, nonnegative or arbitrary as soon as the r…

cs.SI2015★ 2 cited

A theory on power in networks

Massimo Franceschet, Enrico Bozzo

The eigenvector centrality equation is a successful compromise between simplicity and expressivity. It claims that central actors are those connected with central oth…

cs.OH2014

Complex Beauty

Massimo Franceschet

Complex systems and their underlying convoluted networks are ubiquitous, all we need is an eye for them. They pose problems of organized complexity which cannot be approached with…

cs.SI2013

Vulnerability and power on networks

Enrico Bozzo, Massimo Franceschet, Franca Rinaldi

Inspired by socio-political scenarios, like dictatorships, in which a minority of people exercise control over a majority of weakly interconnected individuals, we propose vulnerabi…

cs.SI2012★ 8 cited

Effective and efficient approximations of the generalized inverse of the graph Laplacian matrix with an application to current-flow betweenness centrality

Enrico Bozzo, Massimo Franceschet

We devise methods for finding approximations of the generalized inverse of the graph Laplacian matrix, which arises in many graph-theoretic applications. Finding this matrix in its…

cs.SI2011

The large-scale structure of journal citation networks

Massimo Franceschet

We analyse the large-scale structure of the journal citation network built from information contained in the Thomson-Reuters Journal Citation Reports. To this end, we take advantag…

cs.SI2011★ 1 cited

Collaboration in computer science: a network science approach. Part II

Massimo Franceschet

We represent collaboration of authors in computer science papers in terms of both affiliation and collaboration networks and observe how these networks evolved over time since 1960…

cs.SI2010

Collaboration in computer science: a network science approach. Part I

Massimo Franceschet

Co-authorship in publications within a discipline uncovers interesting properties of the analysed field. We represent collaboration in academic papers of computer science in terms…

cs.LO2010

A logic for networks

Massimo Franceschet

Networks are pervasive in the real world. Nature, society, economy, and technology are supported by ostensibly different networks that in fact share an amazing number of interestin…

cs.IR2010★ 7 cited

PageRank: Standing on the shoulders of giants

Massimo Franceschet

PageRank is a Web page ranking technique that has been a fundamental ingredient in the development and success of the Google search engine. The method is still one of the many sign…

cs.CY2009★ 1 cited

The first Italian research assessment exercise: a bibliometric perspective

Massimo Franceschet, Antonio Costantini

In December 2003, seventeen years after the first UK research assessment exercise, Italy started up its first-ever national research evaluation, with the aim to evaluate, using the…

cs.DL2009

The skewness of computer science

Massimo Franceschet

Computer science is a relatively young discipline combining science, engineering, and mathematics. The main flavors of computer science research involve the theoretical development…

cs.DL2008

Frozen Footprints

Massimo Franceschet

Bibliometrics has the ambitious goal of measuring science. To this end, it exploits the way science is disseminated trough scientific publications and the resulting citation networ…