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Articleyear
RS approach
Output device
Recommended Item
User profileUser dataRS evaluation
# participants
Source
Source description
NameSearch
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RunningA Case-Based Reasoning Approach to Predicting and Explaining Running Related Injuries2021CBR-injuryimplicitStravaoffline5000ACM Conference on Recommender Systemsconferencefeely2021
3
RunningAn Extended Case-Based Approach to Race-Time Prediction for Recreational Marathon Runners2022CBRmobile app
training, sequence
implicitStravaoffline85,883International Conference on Case-Based Reasoningconferencefeely2022extended
4
RunningFit to Run: Personalised Recommendations for Marathon Training2020u-CFmobile apptrainingimplicitStravaoffline8730ACM Conference on Recommender Systemsconferenceberndsen2020fit
5
Running
Going Further with Cases: Using Case-Based Reasoning to Recommend Pacing Strategies for Ultra-Marathon Runners
2019CBR-trainingimplicitStravaoffline1266International Conference on Case-Based Reasoningconferencecathal2019
6
Running
Recommendations for marathon runners: on the application of recommender systems and machine learning to support recreational marathon runners
2021KBmobile apptraining, injuryimplicitStravaoffline20000User Modeling and User-Adapted Interactionjournal
smyth2022recommendations
7
Running
Providing Explainable Race-Time Predictions and Training Plan Recommendations to Marathon Runners
2020CBRmobile app
training, sequence
implicitStravaoffline19930ACM Conference on Recommender Systemsconferencefeely2020providing
8
RunningRunning with Cases: A CBR Approach to Running Your Best Marathon2017CBR-trainingimplicitStravaoffline5390International Conference on Case-Based Reasoningconferencebarry2017
9
RunningPace my race: Recommendations for marathon running2019KBsmartwatchtrainingimplicitStravaoffline7931ACM Conference on Recommender Systemsconferenceberndsen2019pace
10
Running
A Context-Aware Running Route Recommender Learning from User Histories Using Artificial Neural Networks
2012CB, CAmobile approutesexplicit---International Workshop on Database and Expert Systems Applicationsworkshopknoch2012context
11
RunningEvaluating an Itinerary Recommendation Algorithm for Runners2021CBmobile approutesexplicit-field study11CHI Conference on Human Factors in Computing Systemsconference
shreepriya2021evaluating
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RunningPersonalized and situation-aware recommendations for runners2011CB, CAmobile apptrainingexplicit---Pacific Asia Conference on Information Systemsconferenceemrich2011personalized
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RunningPreference based filtering and recommendations for running routes2016i-CFweb approutesexplicit-field study14International Conference on Web Information Systems and Technologiesconferenceissa2016preference
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RunningRunning Tour Generation for Unknown Environments2019CB, CA-routesexplicit-formative study7International Conference on Human-Computer Interactionconferencewillamowski2019running
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RunningRecommending Running Routes: Framework and Demonstrator2018CBmobile approutesexplicit-field study11Workshop on Recommendation in Complex Scenariosworkshop
loepp2018recommending
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RunningThe Runner - Recommender System of Workout and Nutrition for Runners2012u-CFweb apptraining, dietexplicit-user study5
International Symposium on Symbolic and Numeric Algorithms for Scientific Computing
conferencedonciu2011runner
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RunningSenseRun: Real-time running routes recommendation toward providing pleasant running experience2017CB, CAmobile approutesexplicit-user study30Thirty-First AAAI Conference on Artificial Intelligenceconferencelong2017senserun
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field study8
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Running
Mobile music recommendations for runners based on location and emotions: The DJ-Running system
2020H, CAmobile appmusicboth
sensors, Spotify
usability study1080Pervasive and Mobile Computingjournalalvarez2020mobile
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RunningPersonalized Synchronous Running Music Remix Procedure for Novice Runners2022KB, CA-musicbothsensorsfield study12International Conference on Entertainment Computingconference
zhuang2022personalized
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RunningDJ-Running: An Emotion-based System for Recommending Spotify Songs to Runners.2019i-CF, CAmobile appmusicboth
sensors, Spotify
--
International Conference on Sport Sciences Research and Technology Support
conferencealvarez2019dj
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RunningWalking Route Recommendation System for Taking
a Walk as Health Promotion		2015CB-healthexplicit-agent simulation-International Conference on Web Intelligence and Intelligent Agent Technologyconferencetakama2015walking
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RunningWalking route recommender for supporting a walk as health promotion2017CB, CAweb apphealthexplicit-agent simulation-IEICE Transactions on Information and Systemsjournaltakama2017walkingnew
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RunningJust Find It: The Mymo Approach to Recommend Running Shoes2020KB-clothesimplicitsensorsoffline203IEEE Accessjournalyoung2020just
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Running
A Rival Recommendation Approach for Acoustic AR Running Support System Considering the Athletic Ability of Users
2021u-CF, S
mobile app, smartwatch
virtual coachimplicitsensorsformative study16IEEE International Conference on Big Dataconferencearisawa2021rivalnew
26
RunningKinematic parameter evaluation for the purpose of a wearable running shoe recommendation2018KB-clothesimplicitsensorsoffline27
IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks
conferencezrenner2018kinematic
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RunningEverywhere Run: a virtual personal trainer for supporting people in their running activity2011-mobile appvirtual coachexplicit-formative study5International Conference on Advances in Computer Entertainment Technologyconferencemulas2011everywhere
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field study10
29
Running
Supporting Better Physical Activity in a Smart City: a Framework for Suggesting and Supervising Walking Paths
2019CBweb apphealthexplicit-agent simulation-Advances in Science, Technology and Engineering Systems Journaljournal
rodrigues2019supporting
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ClimbingClimber behavior modeling and recommendation2021KBweb app
routes, destination
bothVertical-LifeofflineunknownACM Conference on User Modeling, Adaptation and Personalizationjournalivanova2021climber
31
ClimbingKnowledge-based recommendations for climbers2021KBweb approutesimplicitVertical-Lifeoffline2,624CEUR Workshop Proceedingsworkshopivanova2021knowledge
32
Climbing
Decision Support System in Recommending Climbing Tourism Destinations with Profile Matching Method
2020CBweb app
routes, destination
explicit-user study3IOP Conference Series: Materials Science and Engineeringconferenceginantra2020
33
ClimbingMap and Content-Based Climbing Recommender System2022CBweb app
routes, destination, training
explicit-usability study48ACM Conference on User Modeling, Adaptation and Personalizationconferenceivanova22map
34
ClimbingA Graph-based Alignment Approach to Similarity between Climbing Routes2009i-CFweb approutesexplicit--Workshop on Information Semanticsworkshopwilkes2008graph
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ClimbingA Basic Inspection of Wall-Climbing Support System for the Visually Challenged2010-othervirtual coach----International Conference on Computers for Handicapped Personsconferencekobayashi2010basic
36
ClimbingContent-Based Recommendations for Crags and Climbing Routes2022CBweb approutes, trainingimplicitVertical-Life-Information and Communication Technologies in Tourismconferenceivanova2022content
37
ClimbingIntroducing Context in Climbing Crags Recommender System in Arco, Italy2023KB, CAweb appdestinationexplicitVertical-Lifeuser study4028th International Conference on Intelligent User Interfacesconferenceivanova23contextnew
38
Hiking
Recommendation system to determine suitable and viable hiking routes: a prototype application in Sierra de las Nieves Nature Reserve (southern Spain)
2018CBweb app
routes, management
explicit---Journal of Geographical Systemsjournal
vias2018recommendation
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HikingSanTour: Towards Personalized Recommendation of Hiking Trails to Health Profiles2018CBweb approutesexplicit---International Conference on Web Engineeringconferencecalbimonte2018santour
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HikingUnexpected Journeys with the HOBBIT – The Design and Evaluation of an Asocial Hiking App2014KB, CAmobile approutes, managementexplicit-formative study171Conference on Designing interactive systemsconferenceposti2014unexpected
41
field study8
42
Hiking
Walking down a Different Path: Route Recommendation based on Visual and Facility based Diversity
2018i-CFweb approutesexplicit---Proceedings of The Web Conferenceconferencezhang2018walking
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HikingA Platform for Difficulty Assessment and Recommendation of Hiking Trails2021CBweb approutesexplicit---Information and Communication Technologies in Tourismconferencecalbimonte2021platform
44
HikingFacilitating hikers’ mobility in protected areas through smartphone app: a case of the Hoge Kempen National Park, Belgium.2021CBmobile appmanagementexplicit-formative study20Personal and Ubiquitous Computingjournalshaker2021facilitating
45
user study68
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HikingThe Shortest Path to Happiness: Recommending Beautiful, Quiet, and Happy Routes in the City2014CBweb approutesexplicit-user study84The 25th ACM International Conference on Hypertext and Social Mediaconferencequercia2014shortestnew
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