Liye Ma

1.9k citations
33 papers · 1.3k · 1 hit paper · h-index 13

Impact in

  • Marketing top 1%
    • Consumer Market Behavior and Pricing
    • Consumer Behavior in Brand Consumption and Identification
    • Consumer Retail Behavior Studies
    • Technology Adoption and User Behaviour

Papers in

Liye Ma

30 papers receiving 1.2k citations

Liye Ma's Hit Papers

Machine learning and AI in marketing – Connecting computing power to human insights 2020 · 314 citations
3140+2+4Years since publication100200300

Peers

Liye Ma
Comparison fields: 5 of 107
  • Marketing 642
  • Information Systems and Management 158
  • Strategy and Management 249
  • Management Science and Operations Research 200
  • Sociology and Political Science 630
Replace Arnaud De Bruyn with:
Arnaud De Bruyn France
Jesse Bockstedt United States
Karthik Kannan United States
Niladri Syam United States
Jochen Wulf Switzerland
Anjana Susarla United States
Sam Ransbotham United States
Dennis Kundisch Germany
Liye Ma relative to Arnaud De Bruyn France Arnaud De Bruyn's profile →
Citations per field
00.5×2.5×
Arnaud De Bruyn · 1×
Citations per year

Countries citing papers authored by Liye Ma

Since Specialization
Citations

This map shows the geographic impact of Liye Ma's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Liye Ma with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Liye Ma more than expected).

Fields of papers citing papers by Liye Ma

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Liye Ma. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Liye Ma. The network helps show where Liye Ma may publish in the future.

Co-authors

The 25 scholars most cited alongside Liye Ma, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Liye Ma Line = papers co-authored together Liye Ma links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 33 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Machine learning and AI in marketing – Connecting computing power to human insights
Hit paper breakdown →
2020314
2 2015186
3 2014126
4 2011115
5 2016106
6 201497
7 201466
8 201856
9 201452
10 202028
11
Recomended for You: The Impact of Profit Incentives on the Relevance of Online Recommendations
200823
12 201014
13 201614
14 200811
15 201910
16 20239
17 20208
18 20117
19 20147
20 20126

About Liye Ma

Liye Ma is a scholar working on Marketing, Management Science and Operations Research, Sociology and Political Science, Strategy and Management and Economics and Econometrics, having authored 33 papers that have together received 1.3k indexed citations. Recurring topics across this work include Consumer Market Behavior and Pricing (16 papers), Digital Marketing and Social Media (8 papers), Digital Platforms and Economics (8 papers), Innovation Diffusion and Forecasting (5 papers), Auction Theory and Applications (5 papers), Power Systems and Renewable Energy (4 papers), Open Source Software Innovations (3 papers) and Cinema and Media Studies (3 papers). The work is most often cited by research in Marketing (642 citations), Information Systems and Management (158 citations), Strategy and Management (249 citations), Management Science and Operations Research (200 citations) and Sociology and Political Science (630 citations). Liye Ma has collaborated with scholars based in United States, China and Spain. Frequent co-authors include Baohong Sun, Kinshuk Jerath, Young‐Hoon Park, Sunder Kekre, Alan L. Montgomery, Ramayya Krishnan, Zainab Jamal, Michael Trusov, Kannan Srinivasan and P.K. Kannan. Their work appears in journals such as Journal of the Association for Information Systems, Marketing Science, Management Science, IEEE Access and Journal of Marketing Research.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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