Using PageRank to Characterize Web Structure

Emergence of Scaling in Random Networks

Barabási, A.-L., & Albert, R. (1999) · Science · doi:10.1126/science.286.5439.509 · Cited by 36,135

The anatomy of a large-scale hypertextual Web search engine

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Random Graphs

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Randomized Algorithms

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Graph structure in the Web

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Mean-field theory for scale-free random networks

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Scale-free characteristics of random networks: the topology of the world-wide web

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The Web as a Graph: Measurements, Models, and Methods

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Power-Law Distribution of the World Wide Web

Adamic, L. A., & Huberman, B. A. (2000) · Science · doi:10.1126/science.287.5461.2115a · Cited by 1,022

Predicting the Next Accessed Web Page Using Markov Model and PageRank

Nigam, B., Tokekar, S., & Jain, S. (2013) · International Journal Of Data Mining And Emerging Technologies · doi:10.5958/j.2249-3220.3.2.010 · Cited by 6

Characterization of Tail Dependence for In-Degree and PageRank

Litvak, N., Scheinhardt, W., Volkovich, Y., & Zwart, B. (2009) · Lecture notes in computer science · doi:10.1007/978-3-540-95995-3_8 · Cited by 6

Evaluation of Iterative Pagerank Algorithm for Web Page Ranking

Zambuk, F. U., Gital, A. Y., Boukari, S., Jauro, F., & Chiroma, H. (2019) · International Conference on Electrical, Electronics, Communication, Computer and Optimization Techniques (ICEECCOT) · doi:10.1109/iceeccot46775.2019.9114728 · Cited by 6

The Evolution of Link-Attributes for Pages and Its Implications on Web Crawling

Meng, T., Yan, H., Wang, J., & Li, X. (2004) · doi:10.1109/wi.2004.135 · Cited by 6

Características de la Web de España

Baeza-Yates, R. A., Castillo, C., & López, V. (2006) · El Profesional de la Informacion · doi:10.3145/epi.2006.jan.02 · Cited by 6

Random web crawls

Bennouas, T., & de Montgolfier, F. (2007) · International World Wide Web Conference (WWW) · doi:10.1145/1242572.1242634 · Cited by 6

Outlink estimation for pagerank computation under missing data

Acharyya, S., & Ghosh, J. (2004) · International World Wide Web Conference (WWW) · doi:10.1145/1013367.1013538 · Cited by 6

Modeling the webgraph evolution

da Silva, R., Buriol, L. S., Ribeiro, L., & Dotti, F. L. (2010) · Journal of Computational Science · doi:10.1016/j.jocs.2010.11.003 · Cited by 5

Co-evolving dynamic networks

Banerjee, S., Bhamidi, S., & Huang, X. (2024) · Probability Theory and Related Fields · doi:10.1007/s00440-024-01274-4 · Cited by 5

Assessing the Navigational Effects of Click Biases and Link Insertion on the Web

Geigl, F., Lerman, K., Walk, S., Strohmaier, M., & Helić, D. (2016) · ACM Conference on Hypertext and Social Media (HT) · doi:10.1145/2914586.2914594 · Cited by 5

Extremal properties of evolving networks: local dependence and heavy tails

Markovich, N. M. (2023) · Annals of Operations Research · doi:10.1007/s10479-023-05175-y · Cited by 5

Content Based Web Sampling

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The Evolution of Link-Attributes for Pages and Its Implications on Web Crawling

Meng, T., Yan, H., Wang, J., & Li, X. (2005) · IEEE/WIC/ACM International Conference on Web Intelligence · doi:10.1109/wi.2004.10097 · Cited by 5

Ranking Algorithms on Directed Configuration NetworksPreprint

Chen, N. (2015) · doi:10.7916/d8j38rx8 · Cited by 5

Improved PageRank Algorithm for Web Structure Mining

Bama, S. S., Ahmed, M., & Saravanan, A. (2013) · INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY · doi:10.24297/ijct.v10i9.1375 · Cited by 4

Structuring Web Sites Using Linear Programming

Lee, W., Kim, S., & Kang, S. (2004) · Lecture notes in computer science · doi:10.1007/978-3-540-30077-9_33 · Cited by 4

A PageRank-like measure for evaluating process flexibility

Cui, F., Wang, C., & Li, L. (2022) · IISE Transactions · doi:10.1080/24725854.2021.2010152 · Cited by 4

Stochastic analysis of web page ranking

Volkovich, Y. (2009) · doi:10.3990/1.9789036528238 · Cited by 4

A framework for evaluating statistical dependencies and rank correlations in power law graphs

Volkovich, Y., Litvak, N., & Zwart, B. (2008) · Data Archiving and Networked Services (DANS) · Cited by 4

Representing and Quantifying Rank - Change for the Web Graph

Vlachou, A., Vazirgiannis, M., & Berberich, K. (2008) · Lecture notes in computer science · doi:10.1007/978-3-540-78808-9_15 · Cited by 4

Properties of referral networks: emergence of authority and trust

Yolum, P., & Singh, M. P. (2003) · NCSU Libraries Repository (North Carolina State University Libraries) · Cited by 4

Boosting PageRank Scores by Optimizing Internal Link Structure

Ohsaka, N., Sonobe, T., Kakimura, N., Fukunaga, T., Fujita, S., & Kawarabayashi, K. (2018) · Lecture notes in computer science · doi:10.1007/978-3-319-98809-2_26 · Cited by 3

Online Reputation Systems: The Cost of Attack of PageRank

Clausen, A. P. (2003) · Cited by 3

Discriminating Biased Web Manipulations in Terms of Link Oriented Measures

Lee, W. (2005) · Lecture notes in computer science · doi:10.1007/11569596_61 · Cited by 3

Stability and Similarity of Link Analysis Ranking Algorithms

Donato, D., Leonardi, S., & Tsaparas, P. (2006) · Internet Mathematics · doi:10.1080/15427951.2006.10129130 · Cited by 3

An Integrated Ranking Algorithm for Efficient Information Computing in Social Networks

Suri, P. R. (2012) · International journal of web service computing · doi:10.5121/ijwsc.2012.3103 · Cited by 3

Mining Chains of Relations

Aftrati, F., Das, G., Gionis, A., Mannila, H., Mielikäinen, T., & Tsaparas, P. (2011) · Intelligent systems reference library · doi:10.1007/978-3-642-23241-1_11 · Cited by 3

Optimizing Ranking Calculation in Web Search Engines: a Case Study

Costa, M. A., & Silva, M. J. (2004) · Cited by 3

Modeling and exploiting user search behavior for information retrieval

Luxenburger, J., Weikum, G., & Klakow, D. (2008) · Max Planck Institute for Plasma Physics · Cited by 3

Hierarchical Web Structuring from the Web as a Graph Approach with Repetitive Cycle Proof

Lee, W. (2005) · Lecture notes in computer science · doi:10.1007/11610496_140 · Cited by 3

Maximum Rooted Spanning Trees for the Web

Lee, W., & Lim, S.-K. (2006) · Lecture notes in computer science · doi:10.1007/11915072_94 · Cited by 3

Uncorrelating PageRank and In-Degree in a Synthetic Web Model

Kłopotek, M. A., & Marcin Sydow, A. (2003) · Lecture notes in computer science · doi:10.1007/978-3-540-39737-3_18 · Cited by 3

Context-Sensitive Web Search

Ullman, J. D., & Haveliwala, T. H. (2005) · Cited by 2

Structuring the Web to Cope with Dynamic Changes.

Lee, W., & Kim, J. (2005) · Cited by 2

Striations in PageRank-ordered matrices

Pennycuff, C., & Weninger, T. (2016) · Social Network Analysis and Mining · doi:10.1007/s13278-016-0339-8 · Cited by 1

An Empirical Study of Fault Localization on Novice Programs and Addressing the Tie Problem

Liu, Y., Zhong, J., Hei, Q., Zhou, X., & Xiao, J. (2024) · International Journal of Software Engineering and Knowledge Engineering · doi:10.1142/s0218194024500426 · Cited by 1

A parallel data generator for efficiently generating “realistic” social streams

Yu, C., Xia, F., Qian, W., & Zhou, A. (2019) · Frontiers of Computer Science · doi:10.1007/s11704-018-8022-z · Cited by 1

Exploiting Locality in Searching the WebPreprint

Young, J., & Dean, T. (2012) · arXiv (Cornell University) · doi:10.48550/arxiv.1212.2509 · Cited by 1

Approximation Quality of the RBS Ranking Algorithm

Marcin Sydow, A. (2006) · Springer eBooks · doi:10.1007/3-540-32392-9_30 · Cited by 1

Análisis de enlaces en el espacio web de las universidades argentinas

Tolosa, G. H., & Bordignon, F. R. A. (2006) · E-LIS Repository (University of Naples Federico II) · Cited by 1

Diameter and Rumour Spreading in Real-World Network Models

Mehrabian, A. (2015) · UWSpace (University of Waterloo) · Cited by 1

Neighbourhood maps: decentralized ranking in small‐world P2P networks

Dell’Amico, M. (2007) · Concurrency and Computation Practice and Experience · doi:10.1002/cpe.1245 · Cited by 1

Web Dynamics — Setting the Scene

Mark Levene, A., & Poulovassilis, A. (2004) · Springer eBooks · doi:10.1007/978-3-662-10874-1_1

Modeling Parametric Web Arc Weight Measurement

Lee, W., Lim, S.-K., & Lim, T. (2007) · Springer eBooks · doi:10.1007/978-3-540-74484-9_87

Extensions of PageRank. The RBS Algorithm

Marcin Sydow, A. (2004) · Springer eBooks · doi:10.1007/978-3-540-39985-8_40

‘Beauty’ of the World Wide Web—Cause, Goal, or Principle

Dominich, S., Góth, J., Horváth, M., & Kiezer, T. (2005) · Lecture notes in computer science · doi:10.1007/978-3-540-31865-1_6

Caracterización del Espacio Web de Argentina

Tolosa, G. H., de Datos, R., Bordignon, F. R. A., Baeza-Yates, R. A., & Castillo, C. (2006) · E-LIS Repository (University of Naples Federico II)

Query based optimal web site clustering using simulated annealing

Lee, W., Kim, Y., Yoon, B. S., & Xi, J. J. (2008) · International Conference on Information Integration and Web-based Applications & Services (iiWAS) · doi:10.1145/1497308.1497359

Finding Steiner trees for web information retrieval

Lee, W. (2010) · International Conference on Computers and Industrial Engineering · doi:10.1109/iccie.2010.5668293

Construction and Application to Complex Networks

Comellas, F. (2014)

A Stochastic System Model for PageRank: Parameter Estimation and Adaptive Control

Clifton, C. E. (2015) · KU ScholarWorks (The University of Kansas)

iMASON : towards influence-driven multi-level analysis of online social networks

Li, H. (2012) · doi:10.32657/10356/50475

Web Mining Methods for the Detection of Authoritative Sources

Fiala, D. (2009) · OpenGrey (Institut de l'Information Scientifique et Technique)

Chapter 11 Mining Chains of Relations

Aftrati, F., Das, G., Gionis, A., Mannila, H., Tsaparas, P., & Alto, P. (2012)

Information technologies and tourism

Munar, A. M., & Bødker, M. (2014) · doi:10.4324/9780203763308.ch8

On the Estimation and Use of Statistical Modelling in Information RetrievalPreprint

Petersen, C. (2019) · arXiv (Cornell University) · doi:10.48550/arxiv.1904.00289

Link Analysis

Ceri, S., Bozzon, A., Brambilla, M., Valle, E. D., Fraternali, P., & Quarteroni, S. (2013) · Springer eBooks · doi:10.1007/978-3-642-39314-3_7

The Internet and the Web

Erciyes, K. (2014) · CRC Press eBooks · doi:10.1201/b17409-16

Multi-Objectives Nonlinear Interval PageRank Algorithm Based on the Constrained Interval ArithmeticPreprint

Chen, C., & Huang, J. (2023) · Preprints.org · doi:10.20944/preprints202307.1392.v1

Community-Imbalanced Graph Sampling

Zhao, Y., Bai, G., Qiu, Y., Liu, Y., Zhang, C., Han, C., Wu, Y., Guo, K., Zhang, J., & Zhou, F. (2025) · IEEE Transactions on Big Data · doi:10.1109/tbdata.2025.3600032

Characterization of the Colombian web

Ramírez, A. M. (2009) · El Repositorio Institucional de la Universidad EAFIT (Universidad EAFIT)

Modélisation de parcours du Web et calcul de communautés par émergencePreprint

Bennouas, T. (2005)

Modeling the Webgraph Evolution with Graph Grammars

A, L. R., A, L. B., B, F. L. D., & B, C. N. (2008)

The Distribution of PageRank Follows a Power-Law only

Values, F. P., Becchetti, L., & Roma, U. D. (2006)

Algorithms and Models for the Web-Graph

Hutchison, D., Weikum, G., Vardi, M. Y., Tygar, D., Terzopoulos, D., Sudan, M., Steffen, B., Rangan, C. P., Nierstrasz, O., Naor, M., et al. (2008) · Lecture notes in computer science · doi:10.1007/978-3-540-78808-9 · Cited by 35

Uncorrelating PageRank and In-Degree in a Synthetic Web Model

Kłopotek, M. A., & Marcin Sydow, A. (2003) · Lecture notes in computer science · doi:10.1007/978-3-540-39737-3_18 · Cited by 3

Categories and Subject Descriptors: H.4.m [Information

Becchetti, L., & Roma, U. D. (2008)