Electronic Commerce Research and Applications

Article	Citations
How should we understand the digital economy in Asia? Critical assessment and research agenda	153
How the live streaming commerce viewers process the persuasive message: An ELM perspective and the moderating effect of mindfulness	95
The impact of blockchain on e-commerce: A framework for salient research topics	91
Electronic word-of-mouth and consumer purchase intentions in social e-commerce	84
The effects of social commerce environmental characteristics on customers’ purchase intentions: The chain mediating effect of customer-to-customer interaction and customer-perceived value	68
Determining the antecedents of mobile payment loyalty: Cognitive and affective perspectives	66
The dual-process model of product information and habit in influencing consumers’ purchase intention: The role of live streaming features	59
Factors influencing consumers’ continuous purchase intention on fresh food e-commerce platforms: An organic foods-centric empirical investigation	55
A novel POI recommendation method based on trust relationship and spatial–temporal factors	51
An intelligent knowledge-based chatbot for customer service	49
Can blockchain help food supply chains with platform operations during the COVID-19 outbreak?	45
A hybrid context-aware approach for e-tourism package recommendation based on asymmetric similarity measurement and sequential pattern mining	44
Roles of consumer trust and risks on continuance intention in the sharing economy: An empirical investigation	42
Impact of buy-online-and-return-in-store service on omnichannel retailing: A supply chain competitive perspective	38
Enhancing Computational Thinking Capability of Preschool Children by Game-based Smart Toys	38
Why do consumers hesitate to purchase in live streaming? A perspective of interaction between participants	37
Consumer innovativeness, product innovation and smart toys	35
Business models of FinTechs – Difference in similarity?	35
Optimal channel and logistics service selection strategies in the e-commerce context	34
Pricing and greenness investment for green products with government subsidies: When to apply blockchain technology?	34
The impact of soft information extracted from descriptive text on crowdfunding performance	33
Examining knowledge contribution in firm- versus consumer-hosted virtual brand community	32
Online peer-to-peer lending: A review of the literature	32
Contactless channel for shopping and delivery in the context of social distancing in response to COVID-19 pandemic	31
Neural text similarity of user reviews for improving collaborative filtering recommender systems	30

LSTM with particle Swam optimization for sales forecasting	30
Deriving customer preferences for hotels based on aspect-level sentiment analysis of online reviews	28
Forecasting peer-to-peer platform default rate with LSTM neural network	28
Cooperative strategy for a dual-channel supply chain with the influence of free-riding customers	27
Understanding consumer engagement with brand posts on social media: The effects of post linguistic styles	27
Antecedents of trustworthiness of social commerce platforms: A case of rural communities using multi group SEM & MCDM methods	26
What drives consumers’ purchase intention of online paid knowledge? A stimulus-organism-response perspective	25
Work gamification: Effects on enjoyment, productivity and the role of leadership	25
Organic and online attributes for buying and selling agricultural products in the e-marketplace in Spain	25
Does gamification engage users in online shopping?	25
Live streaming strategy under multi-channel sales of the online retailer	24
What and how driving consumer engagement and purchase intention in officer live streaming? A two-factor theory perspective	24
Hierarchical attentive knowledge graph embedding for personalized recommendation	24
Explaining consumer implementation intentions in mobile shopping with SEM and fsQCA: Roles of visual and technical perceptions	24
A hierarchical recommendation system for E-commerce using online user reviews	24
Research directions for sharing economy issues	23
Profiling reviewers’ social network strength and predicting the “Helpfulness” of online customer reviews	23
Streamers: the new wave of digital entrepreneurship? Extant corpus and research agenda	23
Understanding promotion framing effect on purchase intention of elderly mobile app consumers	22
Value co-creation and co-destruction in self-service technology: A customer’s perspective	22
The impact of recommender systems and pricing strategies on brand competition and consumer search	22
Shopping with augmented reality: How wow-effect changes the equations!	22
The side with larger network externality should be targeted aggressively? Monopoly pricing, reference price and two-sided markets	22
Distributed clustering using multi-tier hierarchical overlay super-peer peer-to-peer network architecture for efficient customer segmentation	21
Credit risk evaluation model with textual features from loan descriptions for P2P lending	21
Improving the reliability of the information disclosure in supply chain based on blockchain technology	21
Retaining customers with in-store mobile usage experience in omni-channel retailing: The moderating effects of product information overload and alternative attractiveness	21
Ramification of information asymmetry on a green supply chain management with the cap-trade, service, and vendor-managed inventory strategies	20
Market expansion vs. intensified competition: Overseas supplier’s adoption of blockchain in a cross-border agricultural supply chain	20
Optimal online channel structure for multinational firms considering live streaming shopping	19
Building brand engagement in metaverse commerce: The role of branded non-fungible tokens (BNFTs)	19
Who is behind the message? The power of expert reviews on eWOM platforms	19
Using a hybrid content-based and behaviour-based featuring approach in a parallel environment to detect fake reviews	19
Investigating privacy concerns and trust in the digital Euro in Germany	19
How primary and supplementary reviews affect consumer decision making? Roles of psychological and managerial mechanisms	19
COVID-19 ads on purchase intention of online consumer behavior as business innovation activity: A contribution to the uses and gratification theory	18
The moderating role of social distancing in mobile commerce adoption	18
An exploration of world of Warcraft for the gamification of virtual organizations	17
Why I give money to unknown people? An investigation of online donation and forwarding intention	17
What determines online transaction price dispersion? Evidence from the largest online platform in China	16
The perceived surveillance of conversations through smart devices	16
Understanding seller resistance to digital device recycling platform: An innovation resistance perspective	16
Understanding the role of justice perceptions in promoting trust and behavioral intention towards ride-sharing	15
Sales data sharing to improve product development efficiency in cross-border e-commerce	15
Understanding the role of live streamers in live-streaming e-commerce	15
Mining multi-brand characteristics from online reviews for competitive analysis: A brand joint model using latent Dirichlet allocation	14
Signaling trust: Cues from Instagram posts	14
Optimal product selection and pricing strategies for platform vendors under two-sided network effects	14
Understanding multiscreening phenomenon for online shopping through perspective of self-regulation and dual process theory: Case of Chinese young generation	14
Service quality evaluation and service improvement using online reviews: A framework combining deep learning with a hierarchical service quality model	14

Balancing consumer and business value of recommender systems: A simulation-based analysis	14
Breaking the uncertainty barrier in social commerce: The relevance of seller and customer-based signals	13
Incorporating multilevel macroeconomic variables into credit scoring for online consumer lending	13
Systematic review of digital value propositions in the retail sector: New approach for digital experience study	13
Should the chatbot “save itself” or “be helped by others”? The influence of service recovery types on consumer perceptions of recovery satisfaction	13
Understanding music streaming services via text mining of online customer reviews	13
Electronic word of mouth analysis for new product positioning evaluation	13
Personalized product recommendations and firm performance	13
Is the devil in the details? Construal-level effects on perceived usefulness of online reviews for experience services	12
A systematic literature review on social commerce: Assessing the past and guiding the future	12
A framework to measure readiness and barriers for the implementation of Industry 4.0: A case approach	12
Optimal financing strategies with 3PL customized service in a capital-constrained supply chain	12
A task recommendation scheme for crowdsourcing based on expertise estimation	12
Color in web banner advertising: The influence of analogous and complementary colors on attitude and purchase intention	12
Individualism, collectivism and reward crowdfunding contribution intention and behavior	12
Optimal financing strategies of a dual-channel closed-loop supply chain	12
Can we classify cashless payment solution implementations at the country level?	11
Risk-return modelling in the p2p lending market: Trends, gaps, recommendations and future directions	11
Investigating consumers’ cognitive, emotional, and behavioral engagement in social media brand pages: A natural language processing approach	11
Multichannel retail competition with product returns: Effects of restocking fee legislation	11
Competing tourism service provider introduction strategy for an online travel platform with demand information sharing	11
Information effect of buy-online-and-pick-up-in-store in omnichannel retailing with store replenishment	11
From e-commerce to m-commerce: An analysis of the user’s experience with different access platforms	11
GC–HGNN: A global-context supported hypergraph neural network for enhancing session-based recommendation	10
Predicting mobile trading system discontinuance: The role of attention	10
Interplay between quality disclosure and cross-channel free riding	10
How to repair public trust effectively: Research on enterprise online public opinion crisis response	10
Do the rich grow richer? An empirical analysis of the Matthew effect in an online healthcare community	10
When does media multitasking induce store visit and conversion? The influence of motivational factors	10
Mapping the evolution of e-commerce research through co-word analysis: 2001–2020	10
Channel selection for retailers in platform economy under cap-and-trade policy considering different power structures	10
The role of the humanisation of smart home speakers in the personalisation–privacy paradox	10
Competing e-tailers’ adoption strategies of buy-online-and-return-in-store service	10
The bright side of online recycling: Perspectives of customer’s channel preference and competition	10
Optimal shipping policy in retail competition and its effect on customers	10
Real-world demotivation as a predictor of continued video game playing: A study on escapism, anxiety and lack of intrinsic motivation	10
Bonded-warehouse or direct-mail? Logistics mode choice in a cross-border e-commerce supply chain with platform information sharing	9
Online reviews and high-involvement product sales: Evidence from offline sales in the Chinese automobile industry	9
Intentional vs. unintentional influences of social media friends	9
The hidden conversion funnel of mobile vs. desktop consumers	9
How to avoid the free shipping pitfall? Changing consumer attitudes from the perspective of information interaction	9
Selling goods on e-commerce platforms: The impact of scarcity messages	9
Emerging technology-based online scheduling for instant delivery in the O2O retail era	9
Pricing strategy for own shipping service of E-commerce platform using Two-sided market theory	9
Let’s get personal: Which elements elicit perceived personalization in social media advertising?	9
Campaign participation prediction with deep learning	9
A 2020 perspective on “A dynamic model for the evolution of the next generation Internet – Implications for network policies”: Towards a balanced perspective on the Internet’s role in the 5G and Indus	9
seq2vec: Analyzing sequential data using multi-rank embedding vectors	9
Toward better purchase decision-performance: Linking person-environment fit to explorative and exploitative use of branded applications	9
Augmented reality advertising in an e-commerce model with competition	9
Customer-oriented ranking of cyber threat intelligence service providers	8
Survival of e-commerce entrepreneurs: The importance of brick-and-click and internationalization strategies	8
Digital empowerment to improve the operational profitability in e-commerce supply chain	8
Closed or open platform? the nature of platform and a qualitative comparative analysis of the performance effect of platform openness	8
Exploiting limited players’ behavioral data to predict churn in gamification	8
Game-theoretic analysis of a two-stage dual-channel supply chain coordination in the presence of market segmentation and price discounts	8
How does the value co-creation of e-commerce platform and manufacturers affect channel performance? The moderating role of innovation capability and market turbulence	8
Two-tier price membership mechanism design based on user profiles	8
Platform sharing: From reseller to marketplace	7
Discourage or encourage? An online manufacture’s response to competing product introduction under physical showroom cooperation	7
Third-party sellers’ product entry strategy and its sales impact on a hybrid retail platform	7
Understanding users’ negative emotions and continuous usage intention in short video platforms	7
Platform advertising and targeted promotion: Paid or free?	7
An investigation on trust in AI-enabled collaboration: Application of AI-Driven chatbot in accommodation-based sharing economy	7
The launch of new products: New technology driven firm-user interactions with key opinion leaders for single and multiple interactions	7
Online recommendation based on incremental-input self-organizing map	6
Why do consumers continue to use OTT services?	6
Keyword targeting optimization in sponsored search advertising: Combining selection and matching	6
Effect of user-generated image on review helpfulness: Perspectives from object detection	6
Leveling up advertising literacy! Investigating the cognitive and motivational effectiveness of a digital game for learning aimed at improving children’s advertising literacy	6
Evaluating key antecedents and consequences of the perceived helpfulness of online consumer reviews: A South African study	6
Coupon strategies for competitive products in an omnichannel supply chain	6
The situational nature of impulse buying on mobile platforms: A cross-temporal investigation	6
A 2020 perspective on “A fair contract signing protocol with blockchain support”	6
Spatiotemporal representation learning for rescue route selection: An optimized regularization based method	5
Fraud detection and prevention in e-commerce: A systematic literature review	5
How to alleviate social loafing in online brand communities: The roles of community support and commitment	5
The effect of review content richness on product review helpfulness: The moderating role of rating inconsistency	5
Which goods are most likely to be subject to click farming? An evidence from the Taobao platform	5
Learning bilingual sentiment lexicon for online reviews	5

Emerging technologies in e-commerce operations and supply chain management	5
Predicting l-CrossSold products using connected components: A clustering-based recommendation system	5
An order allocation methodology based on customer repurchase motivation drivers using blockchain technology	5
Rating prediction of recommended item based on review deep learning and rating probability matrix factorization	5
Learning pareto optimal solution of a multi-attribute bilateral negotiation using deep reinforcement	5
Dual-channel supply chain coordination with online reviews	5
Network prominence and e-store performance in social marketplace: A nuanced typology and empirical evidence	5
Incorporating textual reviews in the learning of latent factors for recommender systems	5
A 2020 perspective on “Transformative value of the Internet of Things and pricing decisions”	5
Measuring the service quality of governmental sites: Development and validation of the e-Government service quality (EGSQUAL) scale	5
Procurement competition in the presence of IoT-enabled B2B E-commerce	5
Security requirements identification and prioritization for smart toys	5
Enhancing long tail item recommendation in collaborative filtering: An econophysics-inspired approach	5
ImprovedGCN: An efficient and accurate recommendation system employing lightweight graph convolutional networks in social media	5
Investigating the relationships between influencers and their followers: Moderator of human brand of influencer (HBI) phase	5
Usability heuristics on parental privacy controls for smart toys: From an exploratory map to a confirmatory research	5
The impacts of gamification designs on consumer purchase: A use and gratification theory perspective	5
Too few, too many, just right: Creating the necessary number of segments for large online customer populations	5
Voice artificial intelligence service failure and customer complaint behavior: The mediation effect of customer emotion	4
A 2020 perspective on “Analyzing dynamic review manipulation and its impact on movie box office revenue”	4
Informational cascade, regulatory focus and purchase intention in online flash shopping	4
Understanding the continuous usage of mobile payment integrated into social media platform: The case of WeChat Pay	4
Food culture and online rating behavior	4
Learning-by-doing in non-homogeneous tasks: An empirical study of content creator performance on a music streaming platform	4
Do facial images matter? Understanding the role of private information disclosure in crowdfunding markets	4
Strategic manipulation of online information in duopolies: Inducing fight-back?	4
Affinity and foreign users’ perception about Chinese mobile apps: An integrated view of affective contagion and value-based perspectives	4
Understanding organizational reputation formation in mobile commerce	4
Detecting multiple seller collusive shill bidding	4
MuST: An interpretable multidimensional strain theory model for corporate misreporting prediction	4
Understanding consumers’ continuance intention toward recommendation vlogs: An exploration based on the dual-congruity theory and expectation-confirmation theory	4
A novel textual data augmentation method for identifying comparative text from user-generated content	4
ClustPTF: Clustering-based parallel tensor factorization for the diverse multi-criteria recommendation	4
The effects of customer online reviews on sales performance: The role of mobile phone’s quality characteristics	4
Effect of service factors and buy-online-pick-up-in-store strategies through an omnichannel system under an agricultural supply chain management	4