By Mariya Hendriksen ([email protected]) Information and Language Processing Systems, University of Amsterdam. If there are any areas, papers, and datasets I missed, please let me know!
- General Papers
- Shopping Behaviour Analysis
- Intent Modelling
- Query Analysis
- Social Networks Analysis for Intent Identification
- Intent Representation Learning
- Privacy
- Intent for Recommendation
- Cross-Device
Survey and evaluation of query intent detection methods, WCSD 2009
Going shopping: key determinants of shopping behaviors and motivations, International Journal of Retail & Distribution Management 1999
[Predictors of online buying behavior] Communications of the ACM 1999
Perceived security and World Wide Web purchase intention, Industrial Management & Data Systems 2001
[Gender differences in perceptions of web-based shopping] Communications of the ACM 2002
[Influences on the intent to make internet purchases] Internet Research 2002
[Web retailing adoption: exploring the nature of internet users web retailing behaviour] Journal of Retailing and Consumer Services 2003
[Buying or browsing? an exploration of shopping orientations and online purchase intention] European Journal of Marketing 2003
[Going with the flow: Predicting online purchase intentions] The Journal of Computer Information Systems 2003
[Consumers’ decision-making process and their online shopping behavior: a clickstream analysis] Business Research 2005
[A longitudinal investigation of continued online shopping behavior: An extension of the theory of planned behavior] Int’l Journal of Human-Computer Studies 2006
[Activities, interests, and opinions of online shoppers and non-shoppers] Business & Economics Research Journal (IBER) 2011
[Age, gender and income: do they really moderate online shopping behaviour?] Online Information Review 2011
Understanding Behaviors that Lead to Purchasing: A Case Study of Pinterest, KDD 2016
User Intent, Behaviour, and Perceived Satisfaction in Product Search, WSDM 2018
The Influence of Image Search Intents on User Behavior and Satisfaction, WSDM 2019
[Using segmentation to improve sales forecasts based on purchase intent: Which” intenders” actually buy?] Journal ofMarketing Research, 1992
[Combination of multiple classifiers for the customer’s purchase behavior prediction] Decision Support Systems 2003
[Modeling purchase behavior at an e-commerce web site: A task-completion approach] Journal of Marketing Research 2004
[A prediction model for the purchase probability of anonymous customers to support real time web marketing: a case study] Expert Systems with Applications 2004
[Predicting online purchase intentions for clothing products] European Journal ofMarketing 2004
[Automatic identification of user goals in web search] World Wide Web 2005
[Predicting online-purchasing behaviour] European Journal of Operational Research, 2005
Detecting Online Commercial Intention, WWW 2006
[Learning user purchase intent from user-centric data] Advances in Knowledge Discovery and Data Mining 2008
Ready to buy or just browsing?: detecting web searcher goals from interaction data SIGIR 2010
DeepIntent: Learning Attentions for Online Advertising with Recurrent Neural Networks, KDD 2016
Predicting Intent Using Activity Logs: How Goal Specificity and Temporal Range Affect User Behavior, WWW 2017
Turning Clicks into Purchases: Revenue Optimization for Product Search in E-Commerce, SIGIR 2018
Customer Purchase Behavior Prediction from Payment Datasets, WSDM 2018
Log2Intent: Towards Interpretable User Modeling via Recurrent Semantics Memory Unit, KDD 2019
Online Purchase Prediction via Multi-Scale Modeling of Behavior Dynamics, KDD 2019
Personalized Purchase Prediction of Market Baskets with Wasserstein-Based Sequence Matching, KDD 2019
Identifying Web Queries with Question Intent, WWW 2016
Predicting Latent Structured Intents from Shopping Queries, WWW 2017
Towards analyzing micro-blogs for detection and classification of real-time intentions Web and Social Media 2012
Predicting purchase behaviors from social media World Wide Web 2013
Towards linking buyers and sellers: detecting commercial intent on twitter World Wide Web 2013
Identifying purchase intent from social posts Web and Social Media 2014
[Mining user consumption intention from social media using domain adaptive convolutional neural network] AAAI 2015
Inferring Latent Triggers of Purchases with Consideration of Social Effects and Media Advertisements, WSDM 2016
Generic Intent Representation in Web Search SIGIR 2019
Intent-aware Query Obfuscation for Privacy Protection in Personalized Web Search, SIGIR 2018
Hide-n-Seek: An Intent-aware Privacy Protection Plugin for Personalized Web Search, SIGIR 2018
Contextual Intent Tracking for Personal Assistants, KDD 2016
Modeling Mobile User Actions for Purchase Recommendation using Deep Memory Networks, SIGIR 2018
Towards Intent-Aware Contextual Music Recommendation: Initial Experiments, SIGIR 2018
IntentGC: a Scalable Graph Convolution Framework Fusing Heterogeneous Information for Recommendation, KDD 2019
Metapath-guided Heterogeneous Graph Neural Network for Intent Recommendation, KDD 2019
How Intention Informed Recommendations Modulate Choices: A Field Study of Spoken Word Content, WWW 2019
Evaluating Search Result Diversity using Intent Hierarchies, SIGIR 2016
TV Advertisement Scheduling by Learning Expert Intentions, KDD 2019
Learning Intent to Book Metrics for Airbnb Search, WWW 2019
Predicting Online Purchase Conversion for Retargeting, WSDM 2017
Multi-Task Deep Learning for User Intention Understanding in Speech Interaction Systems, AAAI 2017
Cross-Device User Linking: URL, Session, Visiting Time, and Device-log Embedding, SIGIR 2017
Probabilistic Visitor Stitching on Cross-Device Web Logs, WWW 2017
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