Identification and Evaluation of Competitive Products Based on Online User-Generated Content

Yanan Dong; Yupeng Li; Jin Cao; Na Zhang; Kaixin Sha

doi:10.2139/ssrn.4156567

journal article Jan 01, 2022

Identification and Evaluation of Competitive Products Based on Online User-Generated Content

Yanan Dong Yupeng Li

Jin Cao Na Zhang

Kaixin Sha

SSRN Electronic Journal · Elsevier BV

View at Publisher Save 10.2139/ssrn.4156567

Topics

No keywords indexed for this article. Browse by subject →

References

60

[1]

S Boubaker "Product market competition and debt choice" Journal of Corporate Finance (2018) 10.1016/j.jcorpfin.2018.01.007

[2]

The anatomy of a large-scale hypertextual Web search engine

Sergey Brin, Lawrence Page

Computer Networks and ISDN Systems 1998 10.1016/s0169-7552(98)00110-x

[3]

R Calori "Ceos' cognitive maps and the scope of the organization" Strategic Management Journal (2010) 10.1002/smj.4250150603

[4]

F Cavdur "A decision support tool for allocating temporary-disaster-response facilities" Decision Support Systems (2019) 10.1016/j.dss.2019.113145

[5]

M J Chen "Competitive attack, retaliation and performance: an expectancyvalence framework" Strategic Management Journal (1994) 10.1002/smj.4250150202

[6]

M J Chen Competitor analysis and interfirm rivalry: Toward a theoretical integration (1996)

[7]

A P Darko Modeling customer satisfaction through online reviews: A FlowSort group decision model under probabilistic linguistic settings. Expert Systems with Applications, 195, Article (2022)

[8]

Z Fan "Supporting consumer's purchase decision: a method for ranking products based on online multi-attribute product ratings" Soft Computing (2018) 10.1007/s00500-017-2961-4

[9]

Z P Fan Supporting the purchase decisions of consumers: A comprehensive method for selecting desirable online products (2018)

[10]

H Y Fu "Design and implementation of rapid information acquisition and analysis system" 2019 15th International Conference on Computational Intelligence and Security (CIS) (2019)

[11]

X Fu "A product ranking method combining the featuresopinion pairs mining and interval-valued Pythagorean fuzzy sets" Applied Soft Computing (2020)

[12]

B J Gao "Statistical correction of average customer ratings for product ranking" 2019 IEEE International Conference on Big Data (Big Data) (2019) 10.1109/bigdata47090.2019.9006581

[13]

A Ghose "Estimating the helpfulness and economic impact of product reviews: mining text and reviewer characteristics" IEEE Transactions on Knowledge & Data Engineering (2011) 10.1109/tkde.2010.188

[14]

Social Media Brand Community and Consumer Behavior: Quantifying the Relative Impact of User- and Marketer-Generated Content

Khim-Yong Goh, Cheng-Suang Heng, Zhijie Lin

Information Systems Research 2013 10.1287/isre.1120.0469

[15]

B Gu "The Impact of external Word-of-Mouth sources on retailer sales of high-involvement products" Information Systems Research (2011) 10.1287/isre.1100.0343

[16]

C Guo "Products ranking through aspect-based sentiment analysis of online heterogeneous reviews" Journal of Systems Science and Systems Engineering (2018) 10.1007/s11518-018-5388-2

[17]

D He "How do weather factors drive online reviews? The mediating role of online reviewers' affect" Industrial Management & Data Systems (2020) 10.1108/imds-02-2020-0121

[18]

G P Hodgkinson "Exploring the mental models of competitive strategists: the case for a processual approach" Journal of Management Studies (1994) 10.1111/j.1467-6486.1994.tb00629.x

[19]

T Hou "Mining customer product reviews for product development: A summarization process" Expert Systems with Applications (2019) 10.1016/j.eswa.2019.04.069

[20]

S D Hunt "Metaphors and competitive advantage: evaluating the use of metaphors in theories of competitive strategy" Journal of Business Research (1995) 10.1016/0148-2963(94)00057-l

[21]

S Jang "The importance of functional and emotional content in online consumer reviews for product sales: evidence from the mobile gaming market" Journal of Business Research (2021) 10.1016/j.jbusres.2019.09.027

[22]

J P Keener "The Perron-Frobenius Theorem and the Ranking of Football Teams" SIAM Review (1993) 10.1137/1035004

[23]

A J Kim "Power of consumers using social media: examining the influences of brand-related user-generated content on Facebook" Computers in Human Behavior (2016) 10.1016/j.chb.2015.12.047

[24]

H C Lee "Learning to rank products based on online product reviews using a hierarchical deep neural network" Electronic Commerce Research and Applications (2019)

[25]

Y Li "Can an apology change after-crisis user attitude? The role of social media in online crisis management" Information Technology & People (2019) 10.1108/itp-03-2017-0103

[26]

M Li "Method for product selection considering consumer's expectations and online reviews" Kybernetes (2020) 10.1108/k-07-2020-0432

[27]

X Liang "A method of product selection based on online reviews" Mobile Information Systems, Article 9656315 (2021)

[28]

P Liu "Probabilistic linguistic TODIM method for selecting products through online product reviews" Information Sciences (2019) 10.1016/j.ins.2019.02.022

[29]

Y Liu "Assessing product competitive advantages from the perspective of customers by mining user-generated content on social media" Decision Support Systems (2019)

[30]

J Liu "Consumers' satisfaction factors mining and sentiment analysis of B2C online pharmacy reviews" BMC Medical Informatics and Decision Making (2020)

[31]

P Liu "The effects of social commerce environmental characteristics on customers' purchase intentions: The chain mediating effect of customer-to-customer interaction and customer-perceived value" Electronic Commerce Research and Applications (2021)

[32]

Z Liu "Mining product competitiveness by fusing multisource online information" Decision Support Systems (2021)

[33]

S Moon "Estimating deception in consumer reviews based on extreme terms: Comparison analysis of open vs. closed hotel reservation platforms" Journal of Business Research (2019) 10.1016/j.jbusres.2019.05.016

[34]

M A Morrison "Posting, lurking, and networking: behaviors and characteristics of consumers in the context of user-generated content" Journal of Interactive Advertising (2013) 10.1080/15252019.2013.826552

[35]

E Najmi "CAPRA: a comprehensive approach to product ranking using customer reviews" Computing (2015) 10.1007/s00607-015-0439-8

[36]

S H Park "The challenge for multinational corporations in china: think local, act global" Sloan Management Review (2007)

[37]

Y Peng "A fuzzy PROMETHEE approach for mining customer reviews in Chinese" Arabian Journal for Science and Engineering (2014) 10.1007/s13369-014-1033-7

[38]

Y S Peng "A dynamic framework for competitor identification: A neglecting role of dominant design" Journal of Business Research (2016) 10.1016/j.jbusres.2015.10.076

[39]

Q Phan "How social commerce characteristics influence consumers' online impulsive buying behavior in emerging markets" International Journal of E-Business Research (2020) 10.4018/ijebr.2020070105

[40]

N H Phulpoto "Impact of customer reviews and ratings on online purchasing decisions and conversion" International Journal of Computer Science and Network Security (2019)

[41]

M E Porter Competitive strategy: techniques for analyzing industries and competitors (1980)

[42]

Scanning dynamic competitive landscapes: a market‐based and resource‐based framework

Margaret A. Peteraf, Mark E. Bergen

Strategic Management Journal 2003 10.1002/smj.325

[43]

M Scholz "Using PageRank for non-personalized default rankings in dynamic markets" European Journal of Operational Research (2017) 10.1016/j.ejor.2016.12.022

[44]

Z Sheikh "Impact of social commerce constructs and social support on social commerce intentions" Information Technology & People (2019) 10.1108/itp-04-2018-0195

[45]

H Singh "Defining the relationship between consumers and retailers through user-generated content: insights from the research literature" International Journal of Retail & Distribution Management (2021) 10.1108/ijrdm-03-2020-0080

[46]

Y Sun "How live streaming influences purchase intentions in social commerce: An IT affordance perspective" Electronic Commerce Research and Applications (2019)

[47]

V Vallurupalli Exploring thematic composition of online reviews: A topic modeling approach. Electronic Markets (2020)

[48]

G Vickery Participative web and user-created content: web 2.0, wikis and social networking. Organization for Economic Cooperation and Development (OECD) (2007)

[49]

H Wang "Competitiveness analysis through comparative relation mining" Industrial Management & Data Systems (2017) 10.1108/imds-07-2016-0284

[50]

W Wang "Effects of recommendation neutrality and sponsorship disclosure on trust vs. Distrust in online recommendation agents: Moderating role of explanations for organic recommendations" Management Science (2018) 10.1287/mnsc.2017.2906

Showing 50 of 60 references

Metrics

1

Citations

60

References

Details

Published: Jan 01, 2022

Authors

Y

Yanan Dong

Sichuan Agricultural University Chengdu Campus

Department of Biochemistry and Microbiology, University of Victoria, Victoria

K

Kaixin Sha

Cite This Article

Yanan Dong, Yupeng Li, Jin Cao, et al. (2022). Identification and Evaluation of Competitive Products Based on Online User-Generated Content. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4156567

Identification and Evaluation of Competitive Products Based on Online User-Generated Content

You May Also Like