Most cited papers in Mobile Crowdsensing and Crowdsourcing
What are the most cited papers in Mobile Crowdsensing and Crowdsourcing?
The most cited paper in Mobile Crowdsensing and Crowdsourcing is "Internet of Things (IoT): A vision, architectural elements, and future directions" (Jayavardhana Gubbi, Rajkumar Buyya, Slaven Marusic et al., 2013), with 12,285 citations. Next come "Fog computing and its role in the internet of things" (6,098) and "From Louvain to Leiden: guaranteeing well-connected communities" (5,618).
Showing 50 of 99 papers. Every paper with more than 739 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | Internet of Things (IoT): A vision, architectural elements, and future directions Jayavardhana Gubbi, Rajkumar Buyya, Slaven Marusic et al. · Future Generation Computer Systems | 24 Feb 2013 | 12,285 |
| 2 | Fog computing and its role in the internet of things Flavio Bonomi, Rodolfo A. Milito, Jiang Zhu et al. | 17 Aug 2012 | 6,098 |
| 3 | From Louvain to Leiden: guaranteeing well-connected communities V. A. Traag, L. Waltman, Nees Jan van Eck · Scientific Reports | 26 Mar 2019 | 5,618 |
| 4 | Advances and Open Problems in Federated Learning Peter Kairouz et al. · Foundations and Trends® in Machine Learning | 2 Dec 2020 | 5,510 |
| 5 | Evaluating Online Labor Markets for Experimental Research: Amazon.com's Mechanical Turk Adam J. Berinsky, Gregory A. Huber, Gabriel Lenz · Political Analysis | 2012 | 4,118 |
| 6 | Running experiments on Amazon Mechanical Turk Gabriele Paolacci, Jesse Chandler, Panagiotis G. Ipeirotis · Judgment and Decision Making | Aug 2010 | 3,836 |
| 7 | Identifying careless responses in survey data. Adam W. Meade, S. Bartholomew Craig · Psychological Methods | 13 Apr 2012 | 3,766 |
| 8 | A Survey of Collaborative Filtering Techniques Xiaoyuan Su, Taghi M. Khoshgoftaar · Advances in Artificial Intelligence | 27 Oct 2009 | 3,644 |
| 9 | Probabilistic Matrix Factorization Andriy Mnih, Ruslan Salakhutdinov · Neural Information Processing Systems | 3 Dec 2007 | 3,566 |
| 10 | Prolific.ac—A subject pool for online experiments Stefan Palan, Christian Schitter · Journal of Behavioral and Experimental Finance | 21 Dec 2017 | 3,548 |
| 11 | Recommender systems survey Jesús Bobadilla, Fernando Ortega, Antonio Hernando et al. · Knowledge-Based Systems | 6 Apr 2013 | 3,172 |
| 12 | Beyond the Turk: Alternative platforms for crowdsourcing behavioral research Eyal Peer, Laura Brandimarte, Sonam Samat et al. · Journal of Experimental Social Psychology | Feb 2017 | 3,074 |
| 13 | Location systems for ubiquitous computing Jeffrey R. Hightower, Gaetano Borriello · Computer | 2001 | 2,998 |
| 14 | Determinants of social desirability bias in sensitive surveys: a literature review Ivar Krumpal · Quality & Quantity | 18 Nov 2011 | 2,912 |
| 15 | Reality mining: sensing complex social systems Nathan Eagle, Alex Pentland · Personal and Ubiquitous Computing | 2 Nov 2005 | 2,809 |
| 16 | Efficient Multi-User Computation Offloading for Mobile-Edge Cloud Computing Xu Chen, Lei Jiao, Wenzhong Li et al. · IEEE/ACM Transactions on Networking | 26 Oct 2015 | 2,706 |
| 17 | Cost-effective outbreak detection in networks Jure Leskovec, Andreas Krause, Carlos Guestrin et al. | 12 Aug 2007 | 2,547 |
| 18 | An Algorithmic Framework for Performing Collaborative Filtering Jonathan L. Herlocker, Joseph A. Konstan, Al Borchers et al. · ACM SIGIR Forum | 2 Aug 2017 | 2,545 |
| 19 | Awareness and coordination in shared workspaces Paul Dourish, Victoria M. E. Bellotti | 1992 | 2,513 |
| 20 | LANDMARC: indoor location sensing using active RFID Lionel Ming-shuan Ni, Yunhao Liu, Yiu Cho Lau et al. | 24 Jan 2004 | 2,325 |
| 21 | A survey of mobile phone sensing Nicholas D. Lane, Emiliano Miluzzo, Hong Lu et al. · IEEE Communications Magazine | Sep 2010 | 2,305 |
| 22 | Anonymous Usage of Location-Based Services Through Spatial and Temporal Cloaking Marco Gruteser, Dirk C. Grunwald | 5 May 2003 | 2,292 |
| 23 | Smart cities of the future Michael Batty, Kay Werner Axhausen, Fosca Giannotti et al. · The European Physical Journal Special Topics | Nov 2012 | 2,272 |
| 24 | Inside the Turk Gabriele Paolacci, Jesse Chandler · Current Directions in Psychological Science | Jun 2014 | 2,193 |
| 25 | TurkPrime.com: A versatile crowdsourcing data acquisition platform for the behavioral sciences Leib Litman, Jonathan Robinson, Tzvi Abberbock · Behavior Research Methods | 12 Apr 2016 | 2,111 |
| 26 | Mobile crowdsensing: current state and future challenges Raghu Ganti, Fan Ye, Hui Lei · IEEE Communications Magazine | Nov 2011 | 2,069 |
| 27 | Gorilla in our midst: An online behavioral experiment builder Alexander Leslie Anwyl-Irvine, Jessica Massonnié, Adam Flitton et al. · Behavior Research Methods | 23 Apr 2019 | 2,014 |
| 28 | Crowdsourcing user studies with Mechanical Turk Aniket Kittur, Ed H., Bongwon Suh | 6 Apr 2008 | 1,969 |
| 29 | jsPsych: A JavaScript library for creating behavioral experiments in a Web browser Joshua R. de Leeuw · Behavior Research Methods | 28 Mar 2014 | 1,963 |
| 30 | Cheap and fast---but is it good? Rion Snow, Brendan O’Connor, Daniel S. Jurafsky et al. | 2008 | 1,923 |
| 31 | Towards an integrated crowdsourcing definition Enrique Estellés-Arolas, Fernando González-Ladrón-de-Guevara · Journal of Information Science | 9 Mar 2012 | 1,865 |
| 32 | Seeing without knowing: Limitations of the transparency ideal and its application to algorithmic accountability Mike Ananny, Kate Crawford · New Media & Society | 13 Dec 2016 | 1,803 |
| 33 | Attentive Turkers: MTurk participants perform better on online attention checks than do subject pool participants David Hauser, Norbert Schwarz · Behavior Research Methods | 11 Mar 2015 | 1,791 |
| 34 | Swarm robotics: a review from the swarm engineering perspective Manuele Brambilla, Eliseo Ferrante, Mauro Birattari et al. · Swarm Intelligence | 16 Jan 2013 | 1,776 |
| 35 | Evaluating Amazon's Mechanical Turk as a Tool for Experimental Behavioral Research Matthew J. C. Crump, John V. McDonnell, Todd Matthew Gureckis · PLoS ONE | 13 Mar 2013 | 1,698 |
| 36 | Reputation as a sufficient condition for data quality on Amazon Mechanical Turk Eyal Peer, Joachim Vosgerau, Alessandro Acquisti · Behavior Research Methods | 19 Dec 2013 | 1,644 |
| 37 | The Internet of Things—A survey of topics and trends Andrew Whitmore, Anurag K Agarwal, Li Da Xu · Information Systems Frontiers | 11 Mar 2014 | 1,576 |
| 38 | RAPPOR Úlfar Erlingsson, Vasyl Pihur, Aleksandra Korolova | 3 Nov 2014 | 1,562 |
| 39 | Free riding on Gnutella Eytan Adar, Bernardo A. Huberman · First Monday | 2 Oct 2000 | 1,538 |
| 40 | A review of applications in federated learning Li Li, Yuxi Fan, Ying Kei Tse et al. · Computers & Industrial Engineering | 17 Sep 2020 | 1,519 |
| 41 | Data quality in online human-subjects research: Comparisons between MTurk, Prolific, CloudResearch, Qualtrics, and SONA Benjamin D Douglas, Patrick J. Ewell, Markus Bräuer · PLoS ONE | 14 Mar 2023 | 1,497 |
| 42 | Federated Learning for Internet of Things: A Comprehensive Survey Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana et al. · IEEE Communications Surveys & Tutorials | 2021 | 1,488 |
| 43 | Mechanism Design via Differential Privacy Frank McSherry, Kunal Talwar | Oct 2007 | 1,376 |
| 44 | A new location technique for the active office Andy Ward, A. Jones, A. Hopper · IEEE Personal Communications | 1997 | 1,362 |
| 45 | Crowdsourcing systems on the World-Wide Web AnHai Doan, Raghu Ramakrishnan, Alon Y. Halevy · Communications of the ACM | 22 Mar 2011 | 1,356 |
| 46 | Foundations for Smarter Cities Colin Harrison, Barbara A. Eckman, Richard W Hamilton et al. · IBM Journal of Research and Development | Jul 2010 | 1,345 |
| 47 | Evaluating Recommendation Systems Guy Shani, Asela Gunawardana | 5 Oct 2010 | 1,338 |
| 48 | Response rates of online surveys in published research: A meta-analysis Meng‐Jia Wu, Kelly Zhao, Francisca Fils‐Aime · Computers in Human Behavior Reports | 26 May 2022 | 1,324 |
| 49 | Age-of-acquisition ratings for 30,000 English words Victor Kuperman, Hans Stadthagen-González, Marc Brysbaert · Behavior Research Methods | 11 May 2012 | 1,274 |
| 50 | Nericell Prashanth Mohan, Venkata N. Padmanabhan, Ramachandran Ramjee | 5 Nov 2008 | 1,271 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.