Electronic Commerce Research

Article	Citations
Knowledge mapping of platform research: a visual analysis using VOSviewer and CiteSpace	145
20 years of Electronic Commerce Research	109
Product advertising recommendation in e-commerce based on deep learning and distributed expression	55
Mobile payment adoption in the time of the COVID-19 pandemic	53
Study on convolutional neural network and its application in data mining and sales forecasting for E-commerce	31
Smartphone-based information acquisition and wheat farm performance: insights from a doubly robust IPWRA estimator	31
Customer centric hybrid recommendation system for E-Commerce applications by integrating hybrid sentiment analysis	29
Study on early warning of E-commerce enterprise financial risk based on deep learning algorithm	28
Cross-border e-commerce platform for commodity automatic pricing model based on deep learning	28
Blockchain for sustainable supply chain management: trends and ways forward	27
Regulation strategies of ride-hailing market in China: an evolutionary game theoretic perspective	25
Do digital natives use mobile payment differently than digital immigrants? A comparative study between generation X and Z	24
A combined AHP–TOPSIS–DEMATEL approach for evaluating success factors of e-service quality: an experience from Indian banking industry	22
Reselling or agency selling? The strategic role of live streaming commerce in distribution contract selection	21
Spam review detection using LSTM autoencoder: an unsupervised approach	20
Game theoretic analysis of logistics service coordination in a live-streaming e-commerce system	20
Barriers to blockchain adoption for supply chain finance: the case of Indian SMEs	20
What makes consumers trust and adopt fintech? An empirical investigation in China	20
Estimating city-level poverty rate based on e-commerce data with machine learning	19
Modelling and prioritizing the factors for online apparel return using BWM approach	17
Let’s play! Gamification as a marketing tool to deliver a digital luxury experience	16
The impact of anthropomorphism on customer satisfaction in chatbot commerce: an experimental study in the food sector	16
Optimal pricing decision of composite service offered by network providers in E-commerce environment	16
Effectiveness of Fine-tuned BERT Model in Classification of Helpful and Unhelpful Online Customer Reviews	15
Examining the role of the marketing activity and eWOM in the movie diffusion: the decomposition perspective	14

Social media influencer marketing: foundations, trends, and ways forward	14
Measuring the consumer engagement related to social media: the case of franchising	14
Pricing and personal data collection strategies of online platforms in the face of privacy concerns	14
Will fintech development increase commercial banks risk-taking? Evidence from China	14
A comparative study of online consumer reviews of Apple iPhone across Amazon, Twitter and MouthShut platforms	13
Foundations of consumption and production in the sharing economy	13
Optimal platform sales mode in live streaming commerce supply chains	13
A comparative analysis between FinTech and traditional stock markets: using Russia and Ukraine war data	12
Consumer characteristics and e-grocery services: the primacy of the primary shopper	12
The effects of China’s cross-border e-commerce on its exports: a comparative analysis of goods and services trade	11
The impact of perceived risks on internet banking adoption in Iran: a longitudinal survey	11
E-business adoption costs and strategies for retail micro businesses	11
Analyzing ICT-enabled agricultural advisory services in Pakistan: evidence from a marginalized region of Punjab province	11
The influence of community engagement on seller opportunistic behaviors in e-commerce platform	10
Fintech Growth during COVID-19 in MENA Region: Current Challenges and Future prospects	10
Examining social media live stream’s influence on the consumer decision-making: a thematic analysis	10
The effect of digital finance on Residents' happiness: the case of mobile payments in China	10
The impact of FinTech firms on bank financial stability	10
Why do peer-to-peer (P2P) lending platforms fail? The gap between P2P lenders' preferences and the platforms’ intentions	9
What motivates consumer to engage in microblogs? The roles of brand post characteristics and brand prestige	9
Will the community O2O service supply channel benefit the elderly healthcare service supply chain?	9
Prediction on transaction amounts of China’s CBEC with improved GM (1, 1) models based on the principle of new information priority	9
Modeling users’ acceptance of mobile social commerce: the case of ‘Instagram checkout’	9
The brand strategy and cross-border promotion of Han Chinese clothing under the digital economy	8
Analyzing Bitcoin transaction fees using a queueing game model	8
How to increase consumer intention to use Chatbots? An empirical analysis of hedonic and utilitarian motivations on social presence and the moderating effects of fear across generations	8
A study on the influence of the characteristics of key opinion leaders on consumers’ purchase intention in live streaming commerce: based on dual-systems theory	8
The influence of eWOM information structures on consumers’ purchase intentions	8
The role of cognitive complexity and risk aversion in online herd behavior	8
What determines the differentiation in the e-commerce adoption by consumers: evidence from Russia	8
A cross-platform analysis of the equity crowdfunding Italian context: the role of intellectual capital	8
Investment decisions and pricing strategies of crowdfunding players: In a two-sided crowdfunding market	8
Investigating participants’ attributes for participant estimation in knowledge-intensive crowdsourcing: a fuzzy DEMATEL based approach	8
An analysis on the policy evolution of cross-border ecommerce industry in China from the perspective of sustainability	8
Proposing improved meta-heuristic algorithms for clustering and separating users in the recommender systems	8
A multi-perspective lens on web assurance seals: contrasting vendors’ intended and consumers’ perceived effects	8
Proliferation in live streaming commerce, and key opinion leader selection	8
Mining sustainable fashion e-commerce: social media texts and consumer behaviors	8
Online sellers’ financing strategies in an e-commerce supply chain: bank credit vs. e-commerce platform financing	7
How to prioritize perceived quality attributes from consumers' perspective? Analysis through social media data	7
E-commerce warehouse layout optimization: systematic layout planning using a genetic algorithm	7
The business analysis on the home-bias of E-commerce consumer behavior	7
Optimal contract design for live streaming shopping in a manufacturer–retailer–streamer supply chain	7
How Citizen Demand Affects the Process of M-Government Adoption: An Empirical Study in China	7
Digital finance, corporate financialization and enterprise operating performance: an empirical research based on Chinese A-share non-financial enterprises	7
Be constantly different! How to manage influencer authenticity	7
The influence of patient-generated reviews and doctor-patient relationship on online consultations in China	7
A comparative analysis of personal data protection regulations between the EU and China	7
Manufacturers’ social e-commerce channel selection strategy with social popularity concern	7
Exploring the development of environmentally sustainable products through reward-based crowdfunding	7

Knowledge mapping of e-commerce supply chain management: a bibliometric analysis	6
Measurement of online review helpfulness: a formative measure development and validation	6
Agency or wholesale? retail selling format in the presence of new manufacturer introduction	6
The one to watch: Heuristic Determinants of Viewership among Influential Twitch Streamers	6
Forecasting the nearly unforecastable: why aren’t airline bookings adhering to the prediction algorithm?	6
Can e-commerce platforms build the resilience of brick-and-mortar businesses to the COVID-19 shock? An empirical analysis in the Chinese retail industry	6
Evolutionary game study on multi-agent collaboration of digital transformation in service-oriented manufacturing value chain	6
Online customer engagement in the post-pandemic scenario: a hybrid thematic analysis of the luxury fashion industry	6
Improved policy mechanisms for the promotion of future digital business economy during covid-19 pandemic	6
Understanding Inconsistent Corruption Control through E-government Participation: Updated Evidence from a Cross-Country Investigation	6
Developing and testing a measurement scale for SMEs’ website quality (SMEs-WebQ): Evidence from Indonesia	6
The impact of COVID-19 pandemic restrictions on offline and online grocery shopping: New normal or old habits?	6
Should doctors use or avoid medical terms? The influence of medical terms on service quality of E-health	6
An empirical study on facilitators and inhibitors of adoption of mobile banking in India	6
Implications of e-tailers’ transition from reselling to the combined reselling and agency selling	6
How livestream selling strategy interacts with product line design	5
How does topic consistency affect online review helpfulness? The role of review emotional intensity	5
Cost behavior in e-commerce firms	5
Co-creation of value in Platform-Dependent Entrepreneurial Ventures	5
Information services and omnichannel retailing strategy choices of e-commerce platforms with supplier competition	5
Who purchases cross-border? Individual and country level determinants of the decision to purchase cross-border in the European Single Market	5
The effect of product distance on the eWOM in recommendation network	5
Optimal advertising for a generalized Vidale–Wolfe response model	5
Should the assembly system with direct omnichannel introduce integrated management service? A game-theoretical modelling study	5
Crowdfunding as a screener for collective investment	5
Thesaurus matching in electronic commerce	5
An intelligent trading mechanism based on the group trading strategy portfolio to reduce massive loss by the grouping genetic algorithm	5
The processing of native advertising compared to banner advertising: an eye-tracking experiment	5
Exploring the key factors affecting the usage intention for cross-border e-commerce platforms based on DEMATEL and EDAS method	5
Coopetition in a platform ecosystem: from the complementors’ perspective	5
Estimating user response rate using locality sensitive hashing in search marketing	5
A comparison between the wholesale model and the agency model with different launch strategies in the book supply chain	5
Box-office forecasting in Korea using search trend data: a modified generalized Bass diffusion model	5
Kickstarting blockchain: designing blockchain-based tokens for equity crowdfunding	5
26 years left behind: a historical and predictive analysis of electronic business research	5
Uncovering research trends and opportunities on FinTech: a scientometric analysis	5
How the attributes of content distributors influence the intentions of users to pay for content shared on social media	4
Changes in consumer spending behavior during the COVID-19 pandemic across product categories	4
Optimal rebate strategy for an online retailer with a cashback platform: commission-driven or marketing-based?	4
Role of risk perception and situational factors in mobile payment adoption among small vendors in unorganised retail	4
Share or not share: the optimal logistics service strategy in a dual-channel e-commerce supply chain	4
The impact of social media input intensity on reward-based crowdfunding performance: evidence from China	4
Exploring side effects of ridesharing services in urban China: role of pollution–averting behavior	4
Profiling temporal learning interests with time-aware transformers and knowledge graph for online course recommendation	4
The influence of the manufacturing agglomeration heterogeneity on the green economic efficiency in China	4
Recommendation agents: an analysis of consumers’ risk perceptions toward artificial intelligence	4
Internal IT modularity, firm size, and adoption of cloud computing	4
Intermediation in reward-based crowdfunding: a cash deposit mechanism to reduce moral hazard	4
Does electronic economics matter to financial technology firms?	4
Leveraging consumer behaviors for product recommendation: an approach based on heterogeneous network	4
The contribution of shadow banking risk spillover to the commercial banks in China: based on the DCC-BEKK-MVGARCH-Time-Varying CoVaR Model	4
A novel approach for product competitive analysis based on online reviews	4
Magic mirror on the wall: Cross-buying at the point of sale	4
Dissecting click farming on the Taobao platform in China via PU learning and weighted logistic regression	4
Online sequential bundling: profit analysis and practice	4
E-commerce review sentiment score prediction considering misspelled words: a deep learning approach	4
Employing singular value decomposition and similarity criteria for alleviating cold start and sparse data in context-aware recommender systems	4
Interaction between extrinsic and intrinsic online review cues: perspectives from cue utilization theory	4
Help me if you can: the advantage of farmers’ altruistic message appeal in generating engagement with social media posts during COVID-19	4
SME participation in cross-border e-commerce as an entry mode to foreign markets: A driver of innovation or not?	4
Group interaction and evolution of customer reviews based on opinion dynamics towards product redesign	3
A longitudinal study of e-commerce diversity in Europe	3
Critical success factors of Blockchain technology adoption for sustainable and resilient operations in the banking industry during an uncertain business environment	3
Defective products identification framework using online reviews	3
Crowdfunding sustainable products with the product search matrix: niche markets vs. mass markets	3
Physical or virtual showroom? The decision for omni-channel retailers in the context of cross-channel free-riding	3
How to boost e-commerce for poverty alleviation? A perspective on competitiveness analysis using online reviews	3
Innovative study on clustering center and distance measurement of K-means algorithm: mapreduce efficient parallel algorithm based on user data of JD mall	3
A reliable location design of unmanned vending machines based on customer satisfaction	3
Strategic introduction for competitive fresh produce in an e-commerce platform with demand information sharing	3
A semantic transfer approach to keyword suggestion for search engine advertising	3
Customer relationship management impact on customers' trust in the Palestinian telecommunications company Paltel during the Covid-19 era	3
Leveraging heterogeneous information based on heterogeneous network and homophily theory for community recommendations	3
A study of cognitive effort involved in the framing effect of summary descriptions of online product reviews for search vs. experience products	3
A cross-site comparison of online review manipulation using Benford’s law	3
Online channel configuration strategy considering contract manufacturer encroachment and green investment	3
What prompts consumers to purchase online? A machine learning approach	3
A knowledge graph approach for recommending patents to companies	3
A bibliometric and content analysis of technological advancement applications in agricultural e-commerce	3
Ad creative generation using reinforced generative adversarial network	3

Selling through social media influencers in influencer marketing: participation-based contract versus sales-based contract	3
A study of the factors influencing the viewers’ satisfaction and cognitive assimilation with livestreaming commerce broadcast in Hong Kong	3
The effect of social media on bank performance: an fsQCA approach	3
A default penalty model based on C2VP2C mode for internet financial platforms in Chinese market	3
Subscription strategy choices of network video platforms in the presence of social influence	3
How does e-commerce adoption impact micro, small, and medium enterprises’ performance and financial inclusion? Evidence from Indonesia	3
An eye-tracking study on the role of attractiveness on consumers’ purchase intentions in e-commerce live streaming	3
Gender difference in visual attention to digital content of place-based advertising: a data-driven scientific approach	3
Linear feedback shift register and integer theory: a state-of-art approach in security issues over e-commerce	3
Variance does matter in affecting the box office: a multi-aspect investigation	3
Monopoly or competition: strategic analysis of a retailing technology service provision	3
Rising stars prediction in reviewer network	3
Personal antecedents of perceived deceptive pricing in online retailing: the moderating role of price inequality	3
Task-oriented vs. social-oriented: chatbot communication styles in electronic commerce service recovery	3
Are FinTech, Robotics, and Blockchain index funds providing diversification opportunities with emerging markets?Lessons from pre and postoutbreak of COVID-19	3
Social capital and knowledge sharing among consumers in virtual communities: psychological ownership’s mediating effect	3
The optimal encroachment strategy of private-label considering the quality effort and platform’s e-word-of-mouth	3
An extended Bass Model on consumer quantity of B2C commerce platforms	3
Making customers more likely to come back: the role of background colour in triggering arousal to influence memory, attitude, and patronage intention	2
Analysis of the efficiency of electronic reverse auction settings: big data evidence	2
Supply and demand matching model of P2P sharing accommodation platforms considering fairness	2
Exploring the digital innovation process and outcome in retail platform ecosystems: disruptive transformation or incremental change	2
Shill bidding in lenders’ eyes? A cross-country study on the influence of large bids in online P2P lending	2
A service recommendation approach based on trusted user profiles and an enhanced similarity measure	2
Correction to: Employing singular value decomposition and similarity criteria for alleviating cold start and sparse data in context-aware recommender systems	2
Small businesses and FinTech: a systematic review and future directions	2
Real-time bidding campaigns optimization using user profile settings	2
Investigating the role of review presentation format in affecting the helpfulness of online reviews	2
Building dynamic capabilities of small and medium-sized enterprises through relational embeddedness: evidence from China	2
Understanding customer regional differences from online opinions: a hierarchical Bayesian approach	2
Effect of other visible reviews’ votes and personality on review helpfulness evaluation: an event-related potentials study	2
Metaverse-related perceptions and sentiments on Twitter: evidence from text mining and network analysis	2
Forecasting product sales using text mining: a case study in new energy vehicle	2
Power structure and pricing in an omnichannel with buy-online-and-pick-up-in-store	2
Does rural e-commerce agglomeration help expand family farms’ size? Evidence from Taobao villages in China's Yangtze River Delta	2
Managing homogeneous products in two competing supply chains under price and logistics service	2
Live streaming e-commerce supply chain decisions considering dominant streamer under agency selling and reselling formats	2
Challenges of blockchain implementation in SMEs’ supply chains: an integrated IT2F-BWM and IT2F-DEMATEL method	2
Will data on internet queries predict the performance in the marketplace: an empirical study on online searches and IPO stock returns	2
Metaverse in e-commerce industry: current trends and future prospects	2
What influences users’ continuance intention of internet wealth management services? A perspective from network externalities and herding	2
Introduction to the special issue: electronic commerce in social networks	2
Political social media marketing: a systematic literature review and agenda for future research	2
Semantic model to extract tips from hotel reviews	2
Research on the positioning method of online community users from the perspective of precision marketing	2
Proportional incentive contracts in live streaming commerce supply chain based on target sales volume	2
Configuring managerial factors to enhance omnichannel experience and customer engagement behaviors for a solid loyalty loop	2
Assessing the efficiency of innovation entities in China: evidence from a nonhomogeneous data envelopment analysis and Tobit	2
Sequence aware recommenders for fashion E-commerce	2
Investigation on users’ resistance intention to facial recognition payment: a perspective of privacy	2