---
title: "Most-cited research papers of 2017"
description: "The most-cited paper the tracked journals published in 2017 is “DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs” (IEEE Transactions on Pattern Analysis and Machine Intelligence), with 22,385 citations. In finance, the most-cited was “Prolific.ac—A subject pool for online experiments” (Journal of Behavioral and Experimental Finance), with 3,447 citations."
url: https://scholar4ai.com/rankings/cited/2017
markdown_url: https://scholar4ai.com/rankings/cited/2017.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "The most-cited paper the tracked journals published in 2017 is “DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs” (IEEE Transactions on Pattern Analysis and… (as of 2026-10-29)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-10-29T12:01:33+09:00
window: 2026-09-30 to 2026-10-29
source: OpenAlex (CC0)
---

# Most-cited papers published in 2017

Papers the tracked finance, accounting, economics, management, marketing, information systems, tourism and hospitality, operations research and AI journals published in 2017, ranked by the citations OpenAlex counts for them so far. Citation counts are the ones OpenAlex reports, read again every day for the last year's papers, every week for the two years before and every month for older ones.

Most-cited papers: [Past three years](https://scholar4ai.com/rankings/cited.md) · [Since October 2016](https://scholar4ai.com/rankings/cited/since-2016.md) · [2025](https://scholar4ai.com/rankings/cited/2025.md) · [2024](https://scholar4ai.com/rankings/cited/2024.md) · [2023](https://scholar4ai.com/rankings/cited/2023.md) · [2022](https://scholar4ai.com/rankings/cited/2022.md) · [2021](https://scholar4ai.com/rankings/cited/2021.md) · [2020](https://scholar4ai.com/rankings/cited/2020.md) · [2019](https://scholar4ai.com/rankings/cited/2019.md) · [2018](https://scholar4ai.com/rankings/cited/2018.md) · 2017

## Key findings

- The most-cited paper the tracked journals published in 2017 is “DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs” (IEEE Transactions on Pattern Analysis and Machine Intelligence), with 22,385 citations.
- In finance, the most-cited was “Prolific.ac—A subject pool for online experiments” (Journal of Behavioral and Experimental Finance), with 3,447 citations.
- In accounting, the most-cited was “The effect of mandatory CSR disclosure on firm profitability and social externalities: Evidence from China” (Journal of Accounting and Economics), with 1,455 citations.
- In economics, the most-cited was “Circular Economy: The Concept and its Limitations” (Ecological Economics), with 3,955 citations.
- In management, the most-cited was “Business models and dynamic capabilities” (Long Range Planning), with 3,688 citations.
- In marketing, the most-cited was “Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods” (Journal of the Academy of Marketing Science), with 2,577 citations.
- In information systems, the most-cited was “1 Blockchain’s roles in meeting key supply chain management objectives” (International Journal of Information Management), with 2,150 citations.
- In tourism and hospitality, the most-cited was “Virtual reality, presence, and attitude change: Empirical evidence from tourism” (Tourism Management), with 1,305 citations.
- In operations research, the most-cited was “Deep learning with long short-term memory networks for financial market predictions” (European Journal of Operational Research), with 2,828 citations.
- In AI, the most-cited was “DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs” (IEEE Transactions on Pattern Analysis and Machine Intelligence), with 22,385 citations.

## All journals

*The 25 most-cited papers published in 2017, all tracked journals*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 22,385 | 196.3 | [DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs](https://doi.org/10.1109/tpami.2017.2699184) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2017-04-27 | Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al. |
| 2 | 19,625 | 166.5 | [SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation](https://doi.org/10.1109/tpami.2016.2644615) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2017-01-02 | Vijay Badrinarayanan, Alex Kendall, Roberto Cipolla |
| 3 | 6,575 | 60.6 | [Recent advances in convolutional neural networks](https://doi.org/10.1016/j.patcog.2017.10.013) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 2017-10-13 | Jiuxiang Gu, Zhenhua Wang, Jason Kuen et al. |
| 4 | 5,111 | 43.8 | [Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations](https://doi.org/10.1007/s11263-016-0981-7) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | 2017-02-05 | Ranjay Krishna, Yuke Zhu, Oliver Groth et al. |
| 5 | 4,192 | 39.0 | [Learning without Forgetting](https://doi.org/10.1109/tpami.2017.2773081) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2017-11-14 | Zhizhong Li, Derek Hoiem |
| 6 | 3,983 | 35.6 | [Places: A 10 Million Image Database for Scene Recognition](https://doi.org/10.1109/tpami.2017.2723009) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2017-07-04 | Bolei Zhou, Àgata Lapedriza, Aditya Khosla et al. |
| 7 | 3,955 | 35.5 | [Circular Economy: The Concept and its Limitations](https://doi.org/10.1016/j.ecolecon.2017.06.041) | [Ecological Economics](https://scholar4ai.com/journals/ecological-economics.md) | 2017-07-12 | Jaana Korhonen, Antero Honkasalo, Jyri Seppälä |
| 8 | 3,688 | 33.2 | [Business models and dynamic capabilities](https://doi.org/10.1016/j.lrp.2017.06.007) | [Long Range Planning](https://scholar4ai.com/journals/long-range-planning.md) | 2017-07-23 | David J. Teece |
| 9 | 3,447 | 32.4 | [Prolific.ac—A subject pool for online experiments](https://doi.org/10.1016/j.jbef.2017.12.004) | [Journal of Behavioral and Experimental Finance](https://scholar4ai.com/journals/journal-of-behavioral-and-experimental-finance.md) | 2017-12-21 | Stefan Palan, Christian Schitter |
| 10 | 2,948 | 25.7 | [Direct Sparse Odometry](https://doi.org/10.1109/tpami.2017.2658577) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2017-04-12 | Jakob Julian Engel, Vladlen Koltun, Daniel Cremers |
| 11 | 2,828 | 26.5 | [Deep learning with long short-term memory networks for financial market predictions](https://doi.org/10.1016/j.ejor.2017.11.054) | [European Journal of Operational Research](https://scholar4ai.com/journals/european-journal-of-operational-research.md) | 2017-12-05 | Thomas Günter Fischer, Christopher Krauß |
| 12 | 2,626 | 24.0 | [Knowledge Graph Embedding: A Survey of Approaches and Applications](https://doi.org/10.1109/tkde.2017.2754499) | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 2017-09-20 | Quan Wang, Zhendong Mao, Bin Wang et al. |
| 13 | 2,577 | 22.1 | [Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods](https://doi.org/10.1007/s11747-017-0517-x) | [Journal of the Academy of Marketing Science](https://scholar4ai.com/journals/journal-of-the-academy-of-marketing-science.md) | 2017-02-16 | Joseph F. Hair, G. Tomas M. Hult, Christian M. Ringle et al. |
| 14 | 2,150 | 20.2 | [1 Blockchain’s roles in meeting key supply chain management objectives](https://doi.org/10.1016/j.ijinfomgt.2017.12.005) | [International Journal of Information Management](https://scholar4ai.com/journals/international-journal-of-information-management.md) | 2017-12-12 | Nir Kshetri |
| 15 | 2,133 | 18.9 | [Re-examining the Unified Theory of Acceptance and Use of Technology (UTAUT): Towards a Revised Theoretical Model](https://doi.org/10.1007/s10796-017-9774-y) | [Information Systems Frontiers](https://scholar4ai.com/journals/information-systems-frontiers.md) | 2017-06-07 | Yogesh Kumar Dwivedi, Nripendra Pratap Rana, Anand Jeyaraj et al. |
| 16 | 1,953 | 17.6 | [Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture](https://doi.org/10.1109/tnnls.2017.2716952) | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 2017-07-21 | C. L. Philip Chen, Zhulin Liu |
| 17 | 1,828 | 16.3 | [The rise of 3-D printing: The advantages of additive manufacturing over traditional manufacturing](https://doi.org/10.1016/j.bushor.2017.05.011) | [Business Horizons](https://scholar4ai.com/journals/business-horizons.md) | 2017-06-28 | Mohsen Attaran |
| 18 | 1,764 | 15.0 | [The Rise of Motivational Information Systems: A Review of Gamification Research](https://doi.org/10.1016/j.ijinfomgt.2018.10.013) | [International Journal of Information Management](https://scholar4ai.com/journals/international-journal-of-information-management.md) | 2017-01-01 | Jonna Koivisto, Juho Hamari |
| 19 | 1,742 | 15.6 | [Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data](https://doi.org/10.1109/tkde.2017.2720168) | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 2017-06-29 | Anuj Karpatne, Gowtham Atluri, James H. Faghmous et al. |
| 20 | 1,736 | 15.0 | [Digital Finance and FinTech: current research and future research directions](https://doi.org/10.1007/s11573-017-0852-x) | [Journal of Business Economics](https://scholar4ai.com/journals/journal-of-business-economics.md) | 2017-02-25 | Peter Gomber, Jascha-Alexander Koch, Michael Siering |
| 21 | 1,703 | 15.7 | [Fintech: Ecosystem, business models, investment decisions, and challenges](https://doi.org/10.1016/j.bushor.2017.09.003) | [Business Horizons](https://scholar4ai.com/journals/business-horizons.md) | 2017-10-12 | In Lee, Yong Jae Shin |
| 22 | 1,643 | 14.1 | [A review of affective computing: From unimodal analysis to multimodal fusion](https://doi.org/10.1016/j.inffus.2017.02.003) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 2017-02-03 | Soujanya Poria, Erik Cambria, Rajiv Bajpai et al. |
| 23 | 1,608 | 13.9 | [ESG performance and firm value: The moderating role of disclosure](https://doi.org/10.1016/j.gfj.2017.03.001) | [Global Finance Journal](https://scholar4ai.com/journals/global-finance-journal.md) | 2017-03-09 | Ali M Fatemi, Martin Glaum, Stefanie Kaiser |
| 24 | 1,593 | 13.6 | [Factors influencing adoption of mobile banking by Jordanian bank customers: Extending UTAUT2 with trust](https://doi.org/10.1016/j.ijinfomgt.2017.01.002) | [International Journal of Information Management](https://scholar4ai.com/journals/international-journal-of-information-management.md) | 2017-01-19 | Ali Abdallah Alalwan, Yogesh Kumar Dwivedi, Nripendra Pratap Rana |
| 25 | 1,505 | 14.0 | [How economic growth, renewable electricity and natural resources contribute to CO2 emissions?](https://doi.org/10.1016/j.enpol.2017.10.050) | [Energy Policy](https://scholar4ai.com/journals/energy-policy.md) | 2017-11-22 | Daniel Balsalobre‐Lorente, Muhammad Qaiser Shahbaz, David Roubaud et al. |

## Finance

*Most-cited finance papers published in 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 3,447 | 32.4 | [Prolific.ac—A subject pool for online experiments](https://doi.org/10.1016/j.jbef.2017.12.004) | [Journal of Behavioral and Experimental Finance](https://scholar4ai.com/journals/journal-of-behavioral-and-experimental-finance.md) | 2017-12-21 | Stefan Palan, Christian Schitter |
| 2 | 1,608 | 13.9 | [ESG performance and firm value: The moderating role of disclosure](https://doi.org/10.1016/j.gfj.2017.03.001) | [Global Finance Journal](https://scholar4ai.com/journals/global-finance-journal.md) | 2017-03-09 | Ali M Fatemi, Martin Glaum, Stefanie Kaiser |
| 3 | 1,461 | 13.8 | [Bitcoin: Medium of exchange or speculative assets?](https://doi.org/10.1016/j.intfin.2017.12.004) | [Journal of International Financial Markets Institutions and Money](https://scholar4ai.com/journals/journal-of-international-financial-markets-institutions-and-money.md) | 2017-12-21 | Dirk G. Baur, KiHoon Hong, Adrian D. Lee |
| 4 | 1,038 | 9.8 | [Board diversity, firm risk, and corporate policies](https://doi.org/10.1016/j.jfineco.2017.12.009) | [Journal of Financial Economics](https://scholar4ai.com/journals/journal-of-financial-economics.md) | 2017-12-24 | Gennaro Bernile, Vineet Bhagwat, Scott E. Yonker |
| 5 | 886 | 7.7 | [Political uncertainty and investment: Causal evidence from U.S. gubernatorial elections](https://doi.org/10.1016/j.jfineco.2016.01.034) | [Journal of Financial Economics](https://scholar4ai.com/journals/journal-of-financial-economics.md) | 2017-04-08 | Candace E. Jens |
| 6 | 817 | 7.0 | [Does Bitcoin hedge global uncertainty? Evidence from wavelet-based quantile-in-quantile regressions](https://doi.org/10.1016/j.frl.2017.02.009) | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | 2017-02-07 | Elie I. Bouri, Rangan Gupta, Aviral Kumar Tiwari et al. |
| 7 | 810 | 7.4 | [Measuring firm size in empirical corporate finance](https://doi.org/10.1016/j.jbankfin.2017.09.006) | [Journal of Banking & Finance](https://scholar4ai.com/journals/journal-of-banking-finance.md) | 2017-09-19 | Chongyu Dang, Zhichuan Frank Li, Chen Yang |
| 8 | 793 | 7.2 | [Intermediary asset pricing: New evidence from many asset classes](https://doi.org/10.1016/j.jfineco.2017.08.002) | [Journal of Financial Economics](https://scholar4ai.com/journals/journal-of-financial-economics.md) | 2017-08-12 | Zhiguo He, Bryan Kelly, Asaf Manela |
| 9 | 699 | 6.3 | [Financial inclusion and economic growth in OIC countries](https://doi.org/10.1016/j.ribaf.2017.07.178) | [Research in International Business and Finance](https://scholar4ai.com/journals/research-in-international-business-and-finance.md) | 2017-07-19 | Dai-Won Kim, Jung‐Suk Yu, M. Kabir Hassan |
| 10 | 695 | 6.2 | [Are foreign investors locusts? The long-term effects of foreign institutional ownership](https://doi.org/10.1016/j.jfineco.2017.07.005) | [Journal of Financial Economics](https://scholar4ai.com/journals/journal-of-financial-economics.md) | 2017-07-19 | Jan Bena, Miguel A. M. M. Ferreira, Pedro P. Matos et al. |

## Accounting

*Most-cited accounting papers published in 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 1,455 | 13.6 | [The effect of mandatory CSR disclosure on firm profitability and social externalities: Evidence from China](https://doi.org/10.1016/j.jacceco.2017.11.009) | [Journal of Accounting and Economics](https://scholar4ai.com/journals/journal-of-accounting-and-economics.md) | 2017-11-20 | Yi‐Chun Chen, Mingyi Hung, Yongxiang Wang |
| 2 | 1,144 | 10.5 | [The impact of environmental, social, and governance disclosure on firm value: The role of CEO power](https://doi.org/10.1016/j.bar.2017.09.007) | [The British Accounting Review](https://scholar4ai.com/journals/the-british-accounting-review.md) | 2017-09-23 | Yiwei Li, Mengfeng Gong, Xiu‐Ye Zhang et al. |
| 3 | 840 | 7.7 | [The evolution of 10-K textual disclosure: Evidence from Latent Dirichlet Allocation](https://doi.org/10.1016/j.jacceco.2017.07.002) | [Journal of Accounting and Economics](https://scholar4ai.com/journals/journal-of-accounting-and-economics.md) | 2017-09-08 | Travis A. Dyer, Mark H. Lang, Lorien Stice‐Lawrence |
| 4 | 836 | 7.8 | [The effects of environmental, social and governance disclosures and performance on firm value: A review of the literature in accounting and finance](https://doi.org/10.1016/j.bar.2017.11.005) | [The British Accounting Review](https://scholar4ai.com/journals/the-british-accounting-review.md) | 2017-11-28 | Chris Brooks, Ioannis Oikonomou |
| 5 | 748 | 6.4 | [The effects of board characteristics and sustainable compensation policy on carbon performance of UK firms](https://doi.org/10.1016/j.bar.2017.01.001) | [The British Accounting Review](https://scholar4ai.com/journals/the-british-accounting-review.md) | 2017-01-07 | Faizul Haque |
| 6 | 628 | 5.5 | [A plain English measure of financial reporting readability](https://doi.org/10.1016/j.jacceco.2017.03.002) | [Journal of Accounting and Economics](https://scholar4ai.com/journals/journal-of-accounting-and-economics.md) | 2017-04-01 | Samuel B. Bonsall, Andrew J. Leone, Brian P. Miller et al. |
| 7 | 602 | 5.5 | [The economic consequences associated with integrated report quality: Capital market and real effects](https://doi.org/10.1016/j.aos.2017.08.005) | [Accounting Organizations and Society](https://scholar4ai.com/journals/accounting-organizations-and-society.md) | 2017-10-01 | Mary E. Barth, Steven F. Cahan, Li Chen et al. |
| 8 | 563 | 5.2 | [The real effects of mandated information on social responsibility in financial reports: Evidence from mine-safety records](https://doi.org/10.1016/j.jacceco.2017.08.001) | [Journal of Accounting and Economics](https://scholar4ai.com/journals/journal-of-accounting-and-economics.md) | 2017-09-23 | Hans Bonde Christensen, Eric Floyd, Lisa Yao Liu et al. |
| 9 | 560 | 4.9 | [Impact of business analytics and enterprise systems on managerial accounting](https://doi.org/10.1016/j.accinf.2017.03.003) | [International Journal of Accounting Information Systems](https://scholar4ai.com/journals/international-journal-of-accounting-information-systems.md) | 2017-04-07 | Deniz A. Appelbaum, Alexander Kogan, Miklos Antal Vasarhelyi et al. |
| 10 | 502 | 4.4 | [The impact of narrative disclosure readability on bond ratings and the cost of debt](https://doi.org/10.1007/s11142-017-9388-0) | [Review of Accounting Studies](https://scholar4ai.com/journals/review-of-accounting-studies.md) | 2017-03-20 | Samuel B. Bonsall, Brian P. Miller |

## Economics

*Most-cited economics papers published in 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 3,955 | 35.5 | [Circular Economy: The Concept and its Limitations](https://doi.org/10.1016/j.ecolecon.2017.06.041) | [Ecological Economics](https://scholar4ai.com/journals/ecological-economics.md) | 2017-07-12 | Jaana Korhonen, Antero Honkasalo, Jyri Seppälä |
| 2 | 1,505 | 14.0 | [How economic growth, renewable electricity and natural resources contribute to CO2 emissions?](https://doi.org/10.1016/j.enpol.2017.10.050) | [Energy Policy](https://scholar4ai.com/journals/energy-policy.md) | 2017-11-22 | Daniel Balsalobre‐Lorente, Muhammad Qaiser Shahbaz, David Roubaud et al. |
| 3 | 1,342 | 11.4 | [Exploring the Dynamic Relationships between Cryptocurrencies and Other Financial Assets](https://doi.org/10.1016/j.econlet.2018.01.004) | [Economics Letters](https://scholar4ai.com/journals/economics-letters.md) | 2017-01-01 | Shaen Corbet, Andrew Meegan, Charles James Larkin et al. |
| 4 | 1,317 | 11.2 | [Determinants of Consumers' Green Purchase Behavior in a Developing Nation: Applying and Extending the Theory of Planned Behavior](https://doi.org/10.1016/j.ecolecon.2016.12.019) | [Ecological Economics](https://scholar4ai.com/journals/ecological-economics.md) | 2017-01-21 | Rambalak Yadav, Govind Swaroop Pathak |
| 5 | 1,179 | 10.2 | [Work organization and mental health problems in PhD students](https://doi.org/10.1016/j.respol.2017.02.008) | [Research Policy](https://scholar4ai.com/journals/research-policy.md) | 2017-03-13 | Katia Levecque, Frederik Anseel, Alain De Beuckelaer et al. |
| 6 | 1,166 | 10.6 | [Lost in Transition? Drivers and Barriers in the Eco-innovation Road to the Circular Economy](https://doi.org/10.1016/j.ecolecon.2017.08.001) | [Ecological Economics](https://scholar4ai.com/journals/ecological-economics.md) | 2017-09-06 | Ana de Jesús, Sandro Mendonça |
| 7 | 1,095 | 9.8 | [Volatility estimation for Bitcoin: A comparison of GARCH models](https://doi.org/10.1016/j.econlet.2017.06.023) | [Economics Letters](https://scholar4ai.com/journals/economics-letters.md) | 2017-06-21 | Paraskevi Katsiampa |
| 8 | 1,058 | 9.1 | [Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy](https://doi.org/10.1057/s11369-017-0027-3) | [Business Economics](https://scholar4ai.com/journals/business-economics.md) | 2017-03-10 | Apurv Jain |
| 9 | 1,033 | 9.1 | [The lineages of the entrepreneurial ecosystem approach](https://doi.org/10.1007/s11187-017-9864-8) | [Small Business Economics](https://scholar4ai.com/journals/small-business-economics.md) | 2017-05-11 | Zoltán J. Ács, Erik Stam, David Bruce Audretsch et al. |
| 10 | 958 | 8.4 | [Social Norms and Pro-environmental Behavior: A Review of the Evidence](https://doi.org/10.1016/j.ecolecon.2017.04.017) | [Ecological Economics](https://scholar4ai.com/journals/ecological-economics.md) | 2017-05-04 | Katherine Farrow, Gilles Grolleau, Lisette Ibanez |

## Management

*Most-cited management papers published in 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 3,688 | 33.2 | [Business models and dynamic capabilities](https://doi.org/10.1016/j.lrp.2017.06.007) | [Long Range Planning](https://scholar4ai.com/journals/long-range-planning.md) | 2017-07-23 | David J. Teece |
| 2 | 1,828 | 16.3 | [The rise of 3-D printing: The advantages of additive manufacturing over traditional manufacturing](https://doi.org/10.1016/j.bushor.2017.05.011) | [Business Horizons](https://scholar4ai.com/journals/business-horizons.md) | 2017-06-28 | Mohsen Attaran |
| 3 | 1,736 | 15.0 | [Digital Finance and FinTech: current research and future research directions](https://doi.org/10.1007/s11573-017-0852-x) | [Journal of Business Economics](https://scholar4ai.com/journals/journal-of-business-economics.md) | 2017-02-25 | Peter Gomber, Jascha-Alexander Koch, Michael Siering |
| 4 | 1,703 | 15.7 | [Fintech: Ecosystem, business models, investment decisions, and challenges](https://doi.org/10.1016/j.bushor.2017.09.003) | [Business Horizons](https://scholar4ai.com/journals/business-horizons.md) | 2017-10-12 | In Lee, Yong Jae Shin |
| 5 | 1,403 | 12.0 | [Psychological safety: A systematic review of the literature](https://doi.org/10.1016/j.hrmr.2017.01.001) | [Human Resource Management Review](https://scholar4ai.com/journals/human-resource-management-review.md) | 2017-01-16 | Alexander Newman, Ross Donohue, Nathan Eva |
| 6 | 1,077 | 9.7 | [China's manufacturing locus in 2025: With a comparison of “Made-in-China 2025” and “Industry 4.0”](https://doi.org/10.1016/j.techfore.2017.05.028) | [Technological Forecasting and Social Change](https://scholar4ai.com/journals/technological-forecasting-and-social-change.md) | 2017-08-10 | Ling Li |
| 7 | 1,071 | 9.5 | [Job crafting: A meta-analysis of relationships with individual differences, job characteristics, and work outcomes](https://doi.org/10.1016/j.jvb.2017.05.008) | [Journal of Vocational Behavior](https://scholar4ai.com/journals/journal-of-vocational-behavior.md) | 2017-05-29 | Cort W. Rudolph, Ian M. Katz, Kristi N. Lavigne et al. |
| 8 | 1,038 | 9.4 | [Relationship between innovation capability, innovation type, and firm performance](https://doi.org/10.1016/j.jik.2017.06.002) | [Journal of Innovation & Knowledge](https://scholar4ai.com/journals/journal-of-innovation-knowledge.md) | 2017-08-31 | R.P. Jayani Rajapathirana, Yan Hui |
| 9 | 1,034 | 9.3 | [Inclusive workplaces: A review and model](https://doi.org/10.1016/j.hrmr.2017.07.003) | [Human Resource Management Review](https://scholar4ai.com/journals/human-resource-management-review.md) | 2017-07-29 | Lynn M. Shore, Jeanette N. Cleveland, Diana R. Sanchez |
| 10 | 1,026 | 8.9 | [Applying the Job Demands-Resources model](https://doi.org/10.1016/j.orgdyn.2017.04.008) | [Organizational Dynamics](https://scholar4ai.com/journals/organizational-dynamics.md) | 2017-04-01 | Wilmar B. Schaufeli |

## Marketing

*Most-cited marketing papers published in 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 2,577 | 22.1 | [Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods](https://doi.org/10.1007/s11747-017-0517-x) | [Journal of the Academy of Marketing Science](https://scholar4ai.com/journals/journal-of-the-academy-of-marketing-science.md) | 2017-02-16 | Joseph F. Hair, G. Tomas M. Hult, Christian M. Ringle et al. |
| 2 | 1,194 | 10.2 | [The Future of Retailing](https://doi.org/10.1016/j.jretai.2016.12.008) | [Journal of Retailing](https://scholar4ai.com/journals/journal-of-retailing.md) | 2017-01-12 | Dhruv Grewal, Anne L. Roggeveen, Jens Nordfält |
| 3 | 1,067 | 9.3 | [Marketing survey research best practices: evidence and recommendations from a review of JAMS articles](https://doi.org/10.1007/s11747-017-0532-y) | [Journal of the Academy of Marketing Science](https://scholar4ai.com/journals/journal-of-the-academy-of-marketing-science.md) | 2017-04-10 | John S. Hulland, Hans Baumgartner, Keith Marion Smith |
| 4 | 1,029 | 9.1 | [Consumer behavior and purchase intention for organic food: A review and research agenda](https://doi.org/10.1016/j.jretconser.2017.06.004) | [Journal of Retailing and Consumer Services](https://scholar4ai.com/journals/journal-of-retailing-and-consumer-services.md) | 2017-06-14 | Jyoti Rana, Justin Paul |
| 5 | 1,004 | 9.2 | [Review articles: purpose, process, and structure](https://doi.org/10.1007/s11747-017-0563-4) | [Journal of the Academy of Marketing Science](https://scholar4ai.com/journals/journal-of-the-academy-of-marketing-science.md) | 2017-10-02 | Robert W. Palmatier, Mark B. Houston, John S. Hulland |
| 6 | 846 | 7.9 | [Green purchasing behaviour: A conceptual framework and empirical investigation of Indian consumers](https://doi.org/10.1016/j.jretconser.2017.11.008) | [Journal of Retailing and Consumer Services](https://scholar4ai.com/journals/journal-of-retailing-and-consumer-services.md) | 2017-12-08 | Deepak Jaiswal, Rishi Kant |
| 7 | 741 | 7.0 | [Impact of culture, behavior and gender on green purchase intention](https://doi.org/10.1016/j.jretconser.2017.12.002) | [Journal of Retailing and Consumer Services](https://scholar4ai.com/journals/journal-of-retailing-and-consumer-services.md) | 2017-12-28 | Naman Sreen, Shankar Purbey, Pradip Sadarangani |
| 8 | 692 | 6.1 | [Augmenting the eye of the beholder: exploring the strategic potential of augmented reality to enhance online service experiences](https://doi.org/10.1007/s11747-017-0541-x) | [Journal of the Academy of Marketing Science](https://scholar4ai.com/journals/journal-of-the-academy-of-marketing-science.md) | 2017-05-18 | Tim Hilken, Ko de Ruyter, Mathew Chylinski et al. |
| 9 | 617 | 5.6 | [The impact of digital technology on relationships in a business network](https://doi.org/10.1016/j.indmarman.2017.08.009) | [Industrial Marketing Management](https://scholar4ai.com/journals/industrial-marketing-management.md) | 2017-08-25 | Margherita Pagani, Catherine Pardo |
| 10 | 602 | 5.2 | [Shopper-Facing Retail Technology: A Retailer Adoption Decision Framework Incorporating Shopper Attitudes and Privacy Concerns](https://doi.org/10.1016/j.jretai.2016.12.006) | [Journal of Retailing](https://scholar4ai.com/journals/journal-of-retailing.md) | 2017-02-14 | J. Jeffrey Inman, Hristina Dzhogleva Nikolova |

## Information Systems

*Most-cited information systems papers published in 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 2,150 | 20.2 | [1 Blockchain’s roles in meeting key supply chain management objectives](https://doi.org/10.1016/j.ijinfomgt.2017.12.005) | [International Journal of Information Management](https://scholar4ai.com/journals/international-journal-of-information-management.md) | 2017-12-12 | Nir Kshetri |
| 2 | 2,133 | 18.9 | [Re-examining the Unified Theory of Acceptance and Use of Technology (UTAUT): Towards a Revised Theoretical Model](https://doi.org/10.1007/s10796-017-9774-y) | [Information Systems Frontiers](https://scholar4ai.com/journals/information-systems-frontiers.md) | 2017-06-07 | Yogesh Kumar Dwivedi, Nripendra Pratap Rana, Anand Jeyaraj et al. |
| 3 | 1,764 | 15.0 | [The Rise of Motivational Information Systems: A Review of Gamification Research](https://doi.org/10.1016/j.ijinfomgt.2018.10.013) | [International Journal of Information Management](https://scholar4ai.com/journals/international-journal-of-information-management.md) | 2017-01-01 | Jonna Koivisto, Juho Hamari |
| 4 | 1,593 | 13.6 | [Factors influencing adoption of mobile banking by Jordanian bank customers: Extending UTAUT2 with trust](https://doi.org/10.1016/j.ijinfomgt.2017.01.002) | [International Journal of Information Management](https://scholar4ai.com/journals/international-journal-of-information-management.md) | 2017-01-19 | Ali Abdallah Alalwan, Yogesh Kumar Dwivedi, Nripendra Pratap Rana |
| 5 | 1,468 | 13.2 | [Determinants of Internet skills, uses and outcomes. A systematic review of the second- and third-level digital divide](https://doi.org/10.1016/j.tele.2017.07.007) | [Telematics and Informatics](https://scholar4ai.com/journals/telematics-and-informatics.md) | 2017-07-15 | Anique Scheerder, Alexander Johannes Aloysius Maria van Deursen, Jan A. G. M. van Dijk |
| 6 | 1,288 | 12.0 | [Advances in Social Media Research: Past, Present and Future](https://doi.org/10.1007/s10796-017-9810-y) | [Information Systems Frontiers](https://scholar4ai.com/journals/information-systems-frontiers.md) | 2017-11-06 | Kawaljeet Kaur Kapoor, Kuttimani Tamilmani, Nripendra Pratap Rana et al. |
| 7 | 1,196 | 10.4 | [Blockchain](https://doi.org/10.1007/s12599-017-0467-3) | [Business & Information Systems Engineering](https://scholar4ai.com/journals/business-information-systems-engineering.md) | 2017-03-20 | Michael Nofer, Peter Gomber, Oliver Fast Hinz et al. |
| 8 | 1,126 | 10.0 | [Social media in marketing: A review and analysis of the existing literature](https://doi.org/10.1016/j.tele.2017.05.008) | [Telematics and Informatics](https://scholar4ai.com/journals/telematics-and-informatics.md) | 2017-05-25 | Ali Abdallah Alalwan, Nripendra Pratap Rana, Yogesh Kumar Dwivedi et al. |
| 9 | 1,109 | 10.1 | [Blockchain in government: Benefits and implications of distributed ledger technology for information sharing](https://doi.org/10.1016/j.giq.2017.09.007) | [Government Information Quarterly](https://scholar4ai.com/journals/government-information-quarterly.md) | 2017-09-01 | Svein Ølnes, Jolien Ubacht, Marijn Janssen |
| 10 | 985 | 8.8 | [Digitalization: Opportunity and Challenge for the Business and Information Systems Engineering Community](https://doi.org/10.1007/s12599-017-0484-2) | [Business & Information Systems Engineering](https://scholar4ai.com/journals/business-information-systems-engineering.md) | 2017-07-04 | Christine Legner, Torsten Eymann, Thomas Heß et al. |

## Tourism and Hospitality

*Most-cited tourism and hospitality papers published in 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 1,305 | 12.2 | [Virtual reality, presence, and attitude change: Empirical evidence from tourism](https://doi.org/10.1016/j.tourman.2017.12.003) | [Tourism Management](https://scholar4ai.com/journals/tourism-management.md) | 2017-12-08 | Iis P. Tussyadiah, Dan Wang, Timothy Hyungsoo Jung et al. |
| 2 | 825 | 7.4 | [A model of perceived image, memorable tourism experiences and revisit intention](https://doi.org/10.1016/j.jdmm.2017.06.004) | [Journal of Destination Marketing & Management](https://scholar4ai.com/journals/journal-of-destination-marketing-management.md) | 2017-07-10 | Hongmei Zhang, Yan Wu, Dimitrios Buhalis |
| 3 | 703 | 6.5 | [Cultural tourism: An analysis of engagement, cultural contact, memorable tourism experience and destination loyalty](https://doi.org/10.1016/j.tmp.2017.10.006) | [Tourism Management Perspectives](https://scholar4ai.com/journals/tourism-management-perspectives.md) | 2017-10-31 | Han Chen, Imran Rahman |
| 4 | 693 | 6.5 | [Effects of tourists’ local food consumption value on attitude, food destination image, and behavioral intention](https://doi.org/10.1016/j.ijhm.2017.11.007) | [International Journal of Hospitality Management](https://scholar4ai.com/journals/international-journal-of-hospitality-management.md) | 2017-11-24 | Ja Young Choe, Seongseop Kim |
| 5 | 687 | 6.1 | [Revitalizing traditional villages through rural tourism: A case study of Yuanjia Village, Shaanxi Province, China](https://doi.org/10.1016/j.tourman.2017.04.003) | [Tourism Management](https://scholar4ai.com/journals/tourism-management.md) | 2017-06-28 | Jing Peng Gao, Bihu Wu |
| 6 | 676 | 6.0 | [The eruption of Airbnb in tourist cities: Comparing spatial patterns of hotels and peer-to-peer accommodation in Barcelona](https://doi.org/10.1016/j.tourman.2017.05.003) | [Tourism Management](https://scholar4ai.com/journals/tourism-management.md) | 2017-05-12 | Javier Gutiérrez Puebla, Juan Carlos García Palomares, Gustavo Romanillos et al. |
| 7 | 640 | 6.0 | [Smart hospitality—Interconnectivity and interoperability towards an ecosystem](https://doi.org/10.1016/j.ijhm.2017.11.011) | [International Journal of Hospitality Management](https://scholar4ai.com/journals/international-journal-of-hospitality-management.md) | 2017-12-22 | Dimitrios Buhalis, Rosanna Leung |
| 8 | 597 | 5.3 | [Tourism and wellbeing](https://doi.org/10.1016/j.annals.2017.05.006) | [Annals of Tourism Research](https://scholar4ai.com/journals/annals-of-tourism-research.md) | 2017-06-08 | Melanie Smith, Anya Diekmann |
| 9 | 555 | 4.9 | [Progress in dark tourism and thanatourism research: An uneasy relationship with heritage tourism](https://doi.org/10.1016/j.tourman.2017.01.011) | [Tourism Management](https://scholar4ai.com/journals/tourism-management.md) | 2017-04-26 | Duncan Light |
| 10 | 517 | 4.6 | [Bibliometrics of social media research: A co-citation and co-word analysis](https://doi.org/10.1016/j.ijhm.2017.06.012) | [International Journal of Hospitality Management](https://scholar4ai.com/journals/international-journal-of-hospitality-management.md) | 2017-07-09 | Xi Yu Leung, Jie Sun, Billy Bai |

## Operations Research

*Most-cited operations research papers published in 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 2,828 | 26.5 | [Deep learning with long short-term memory networks for financial market predictions](https://doi.org/10.1016/j.ejor.2017.11.054) | [European Journal of Operational Research](https://scholar4ai.com/journals/european-journal-of-operational-research.md) | 2017-12-05 | Thomas Günter Fischer, Christopher Krauß |
| 2 | 1,272 | 10.9 | [A survey and analysis of the first 40 years of scholarly literature in DEA: 1978–2016](https://doi.org/10.1016/j.seps.2017.01.008) | [Socio-Economic Planning Sciences](https://scholar4ai.com/journals/socio-economic-planning-sciences.md) | 2017-01-26 | Ali Emrouznejad, Guo-liang Yang |
| 3 | 1,017 | 8.8 | [Deep learning for short-term traffic flow prediction](https://doi.org/10.1016/j.trc.2017.02.024) | [Transportation Research Part C Emerging Technologies](https://scholar4ai.com/journals/transportation-research-part-c-emerging-technologies.md) | 2017-03-17 | Nicholas G. Polson, Vadim Sokolov |
| 4 | 995 | 8.6 | [User preferences regarding autonomous vehicles](https://doi.org/10.1016/j.trc.2017.01.010) | [Transportation Research Part C Emerging Technologies](https://scholar4ai.com/journals/transportation-research-part-c-emerging-technologies.md) | 2017-03-09 | Chana Joanne Haboucha, Robert Ishaq, Yoram Shiftan |
| 5 | 878 | 7.6 | [Supply chain resilience: Conceptualization and scale development using dynamic capability theory](https://doi.org/10.1016/j.ijpe.2017.03.020) | [International Journal of Production Economics](https://scholar4ai.com/journals/international-journal-of-production-economics.md) | 2017-03-28 | Md. Maruf Hossan Chowdhury, Mohammed Quaddus |
| 6 | 728 | 6.7 | [Short-term forecasting of passenger demand under on-demand ride services: A spatio-temporal deep learning approach](https://doi.org/10.1016/j.trc.2017.10.016) | [Transportation Research Part C Emerging Technologies](https://scholar4ai.com/journals/transportation-research-part-c-emerging-technologies.md) | 2017-10-24 | Jintao Ke, Hongyu Zheng, Hai Yang et al. |
| 7 | 710 | 6.2 | [Supply chain network design under uncertainty: A comprehensive review and future research directions](https://doi.org/10.1016/j.ejor.2017.04.009) | [European Journal of Operational Research](https://scholar4ai.com/journals/european-journal-of-operational-research.md) | 2017-04-08 | Kannan Govindan, Mohammad Fattahi, Esmaeil Keyvanshokooh |
| 8 | 662 | 6.1 | [A study on the effects of social media marketing activities on brand equity and customer response in the airline industry](https://doi.org/10.1016/j.jairtraman.2017.09.014) | [Journal of Air Transport Management](https://scholar4ai.com/journals/journal-of-air-transport-management.md) | 2017-11-08 | Eun-Ju Seo, Jin-Woo Park |
| 9 | 637 | 5.5 | [The electric vehicle routing problem with nonlinear charging function](https://doi.org/10.1016/j.trb.2017.02.004) | [Transportation Research Part B Methodological](https://scholar4ai.com/journals/transportation-research-part-b-methodological.md) | 2017-03-01 | Alejandro Montoya, Christelle Guéret, Jorge E. Mendoza et al. |
| 10 | 628 | 5.4 | [Data-driven robust optimization](https://doi.org/10.1007/s10107-017-1125-8) | [Mathematical Programming](https://scholar4ai.com/journals/mathematical-programming.md) | 2017-02-25 | Dimitris Bertsimas, Vishal Gupta, Nathan Kallus |

## AI

*Most-cited AI papers published in 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 22,385 | 196.3 | [DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs](https://doi.org/10.1109/tpami.2017.2699184) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2017-04-27 | Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al. |
| 2 | 19,625 | 166.5 | [SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation](https://doi.org/10.1109/tpami.2016.2644615) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2017-01-02 | Vijay Badrinarayanan, Alex Kendall, Roberto Cipolla |
| 3 | 6,575 | 60.6 | [Recent advances in convolutional neural networks](https://doi.org/10.1016/j.patcog.2017.10.013) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 2017-10-13 | Jiuxiang Gu, Zhenhua Wang, Jason Kuen et al. |
| 4 | 5,111 | 43.8 | [Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations](https://doi.org/10.1007/s11263-016-0981-7) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | 2017-02-05 | Ranjay Krishna, Yuke Zhu, Oliver Groth et al. |
| 5 | 4,192 | 39.0 | [Learning without Forgetting](https://doi.org/10.1109/tpami.2017.2773081) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2017-11-14 | Zhizhong Li, Derek Hoiem |
| 6 | 3,983 | 35.6 | [Places: A 10 Million Image Database for Scene Recognition](https://doi.org/10.1109/tpami.2017.2723009) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2017-07-04 | Bolei Zhou, Àgata Lapedriza, Aditya Khosla et al. |
| 7 | 2,948 | 25.7 | [Direct Sparse Odometry](https://doi.org/10.1109/tpami.2017.2658577) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2017-04-12 | Jakob Julian Engel, Vladlen Koltun, Daniel Cremers |
| 8 | 2,626 | 24.0 | [Knowledge Graph Embedding: A Survey of Approaches and Applications](https://doi.org/10.1109/tkde.2017.2754499) | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 2017-09-20 | Quan Wang, Zhendong Mao, Bin Wang et al. |
| 9 | 1,953 | 17.6 | [Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture](https://doi.org/10.1109/tnnls.2017.2716952) | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 2017-07-21 | C. L. Philip Chen, Zhulin Liu |
| 10 | 1,742 | 15.6 | [Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data](https://doi.org/10.1109/tkde.2017.2720168) | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 2017-06-29 | Anuj Karpatne, Gowtham Atluri, James H. Faghmous et al. |

## Cite this page

Scholar4AI. (2026). Most-cited papers published in 2017. Journal Research Rankings. Retrieved October 29, 2026, from https://scholar4ai.com/rankings/cited/2017

```bibtex
@misc{scholar4ai-rankings-cited-2017,
  author = {{Scholar4AI}},
  title = {Most-cited papers published in 2017},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/rankings/cited/2017}},
  urldate = {2026-10-29},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).