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A Framework of the Value Co-Creation Cycle in Platform Businesses: An Exploratory Case Study

Feng-Shang Wu, Chia-Chang Tsai
2022 Sustainability  
One of the largest platform businesses in Taiwan was examined, and Google Analytics (GA) code was embedded into its information system for data generation.  ...  However, the majority of the literature has concentrated on the "platform business–consumer" interaction only, i.e., both "platform business–producer" and "platform producer–consumer" interactions have  ...  The measures for the sustained efforts by platform businesses include the App team workforce, App upgrade frequency, ratio of taxi-booking via the App, and user satisfaction.  ... 
doi:10.3390/su14095612 fatcat:auhnpxbyv5f4pkrvs4breb6jou

Newbits - Benchmarking Its Innovation Diffusion And Its Production Processes Eu Vs. Usa

Gennaro Ciccarelli, Riccardo Enei
2018 Zenodo  
the support from local authorities (sharing mobility), the need to overcome the critical mass barrier by making massive use of tracking technologies (MaaS) and the further challenges posed by the need for  ...  A dedicated call for project proposals on automated road transport was launched in 2016.  ...  To gather the data required to perform a comparison of innovation diffusion processes, Newbits D3.2 team undertook an extensive desktop-based research on relevant ITS case studies (i.e.  ... 
doi:10.5281/zenodo.1243157 fatcat:neiq4cof5zbarkfpy3zbcyqh6e

Data Science and Marketing in E-Commerce Amid COVID-19 Pandemic

Olha Fedirko, Tetiana Zatonatska, Tomasz Wolowiec, Stanislaw Skowron
The main business need for each e-commerce company is to estimate the contribution of all marketing channels and advertisement formats separately.  ...  The scientific paper gives an instruction on the marketing contribution analysis, which is the tool of key importance for online marketplaces.  ...  Based on clustering analysis and predictive analytics the recommendation system may be built. It also might be called market basket analysis for retail companies.  ... 
doi:10.35808/ersj/2187 fatcat:5a2bmiigdncwnlkfq5rezmxkmu

D2.2 State-of-the-art of Ride-sharing in Target EU Countries

Lambros Mitropoulos, Annie Kortsari, Celestino Sanchez Martin, Giuseppe Rizzi
2020 Zenodo  
the objectives of analysing the state-of-the-art of existing ride-sharing systems operating around the world; review the legal frameworks relevant to ride-sharing in the European countries, in order for  ...  ; Published papers and reports on the current state of ride-sharing systems; Ride-sharing companies and services that operated or are still in operation.  ...  Liftshare is based in Norwich (UK) with a small team, and has been providing a car share platform for 20 years (700,000 users).  ... 
doi:10.5281/zenodo.4559006 fatcat:74rqesihkfdsfhyxtizlt4s36y

Towards Shared Mobility Services in Ring Shape [chapter]

Fabien Leurent
2020 Transportation Systems for Smart, Sustainable, Inclusive and Secure Cities [Working Title]  
The chapter aims to reveal these 'systemic qualities' of ring-shaped SMSs by providing a mathematical model called 'Orbicity'.  ...  It has a four-fold architecture: (i) traffic operations, (ii) supply-demand equilibrium under elastic demand, (iii) service management with endogenous fleet size and fare rate, (iv) service policy in terms  ...  Acknowledgements To Jean Grébert (expert leader on mobility systems for Renault) for his suggestion of the loop transit system, and to Jaafar Berrada (Védécom) for our stimulating discussions during his  ... 
doi:10.5772/intechopen.94410 fatcat:k7qcxf42enb2bbvbndxlfxgnue

Research on the Parallelization of the DBSCAN Clustering Algorithm for Spatial Data Mining Based on the Spark Platform

Fang Huang, Qiang Zhu, Ji Zhou, Jian Tao, Xiaocheng Zhou, Du Jin, Xicheng Tan, Lizhe Wang
2017 Remote Sensing  
Based on the Spark platform, which was designed and optimized for memory usage and iterative processes, this paper studies parallelization strategies for the DBSCAN algorithm.  ...  Historically, the DBSCAN algorithm was designed and optimized on the single-node Spark platform and the Spark cluster platform based on different resource managers.  ...  growing demand for vehicle operation and transport capacity.  ... 
doi:10.3390/rs9121301 fatcat:mtrnqvus4bdedi7arzdvijkoue

Framing the sharing economy: A media analysis of ridesharing platforms in Indonesia and the Philippines

Suci Lestari Yuana, Frans Sengers, Wouter Boon, Rob Raven
2019 Journal of Cleaner Production  
To explore this, the present paper presents a frame analysis of news content on ridesharing platforms in Indonesia and the Philippines.  ...  Few studies on ridesharing have so far been conducted in developing countries.  ...  Joy Burrough for proofreading our final manuscript.  ... 
doi:10.1016/j.jclepro.2018.12.073 fatcat:t7owghcqdne2blyye5534zxqfu

First impressions stick: Market entry strategies and category priming in the digital domain

Paolo Aversa, Annelore Huyghe, Giulia Bonadio
2021 Journal of Management Studies  
Our contribution dissects the constituents and consequences of these strategies and discusses implications for future research on digital market entry, strategic categorization, and business models.  ...  The rise of the 'digital age' presents unique challenges for firms entering new markets and deciding 'where' to compete -a pivotal topic in corporate strategy.  ...  ACKNOWLEDGEMENTS The authors gratefully acknowledge the JMS Special Issue Guest Editors and the three anonymous reviewers for their expert guidance in developing this article.  ... 
doi:10.1111/joms.12712 fatcat:f7ii7vpdcvchda347t2swenjhy

Intention oriented itinerary recommendation by bridging physical trajectories and online social networks

Xiangxu Meng, Xinye Lin, Xiaodong Wang
2012 Proceedings of the ACM SIGKDD International Workshop on Urban Computing - UrbComp '12  
Mining on physical trajectories of vehicles can provide exact civil traffic information for path planning.  ...  In this paper, a POI category-based itinerary recommendation framework combining physical trajectories with LBSN is proposed.  ...  To our best knowledge, none commercial entities have yet provided itinerary planning recommendation service based on general demands.  ... 
doi:10.1145/2346496.2346508 dblp:conf/kdd/MengLW12 fatcat:3wa5qbuu2vfxxf3xclzalosary

Big Data for Traffic Estimation and Prediction: A Survey of Data and Tools

Weiwei Jiang, Jiayun Luo
2022 Applied System Innovation  
To further promote the use of big data for traffic estimation and prediction tasks, challenges and future directions are given for future studies.  ...  Combined with this trend, this study presents an up-to-date survey of open data and big data tools used for traffic estimation and prediction.  ...  give a recommendation for choosing suitable big data tools.  ... 
doi:10.3390/asi5010023 fatcat:fwdh6rcdbzcgvak6a2fy5xjqja

Big Data for Traffic Estimation and Prediction: A Survey of Data and Tools [article]

Weiwei Jiang, Jiayun Luo
2022 arXiv   pre-print
To further promote the use of big data for traffic estimation and prediction tasks, challenges and future directions are given for future studies.  ...  Using various data sources, traffic states can be well estimated and further predicted for improving the overall operation efficiency.  ...  Some efforts for building and applying distributed solutions and platforms have been made in recent years, but mainly in the industry, e.g., Didi Brain 21 for travel demand prediction and JD Urban Spatio-Temporal  ... 
arXiv:2103.11824v2 fatcat:nnvx45qxzvcajneonpnok5tfli

A Socio-Technical Perspective on the Digital Era: The Lowlands view

Mark Govers, Pierre Van Amelsvoort
2019 European Journal of Workplace Innovation  
We end with new routines for designing modern 21stcentury organisations that facilitate organisational and digital experts to jointly optimise both perspectives in practice.  ...  Given growing global competition, organisations face the dual challenge of creating workplaces that are, on the one hand, more productive, agile, and innovative, and on the other hand, healthy places to  ...  platforms or whether a new STS, which they call STS beyond, is needed.  ... 
doi:10.46364/ejwi.v4i2.589 fatcat:bviineu3d5a45cproslplqokdi

Cyber Taxi: A Taxonomy of Interactive Cyber Training and Education Systems [article]

Marcus Knüpfer, Tore Bierwirth, Lars Stiemert, Matthias Schopp, Sebastian Seeber, Daniela Pöhn, Peter Hillmann
2021 arXiv   pre-print
Thereby, the participants usually compete in teams against each other, or have to defend themselves in a specific scenario.  ...  The provided taxonomy is extendable and can be used in further application areas as research on new security technologies.  ...  Outcomes could include information on team strategies, toolsets used, and additional solutions to your challenges If desirable, initiate a call for write-ups and provide a platform for the teams to share  ... 
arXiv:2101.05538v1 fatcat:fberemsx5zh3ll2blykow66fim

Improving Rural Accessibility: A Multilayer Approach

Elisabetta Vitale Brovarone, Giancarlo Cotella
2020 Sustainability  
In this light, improving accessibility is an essential prerequisite for the sustainable development of rural areas.  ...  Whereas demand responsive transport solutions are often seen as a panacea in circumstances where traditional services are not viable, their implementation is more challenging than it may seem, due to the  ...  Scarborough, United Kingdom), Rosario Donderis and María Jesús García (Marina Alta, Spain), Bianca Byring and Heidi Thornberg (Västerbotten, Sweden), as well as Nicolas Rossignol from the ESPON EGTC, for  ... 
doi:10.3390/su12072876 fatcat:3ttpuqww2ngyboho6ow7lbzkki

Monitored Implementation of COVID-19 Rapid Antigen Screening at Taxi Ranks in Johannesburg, South Africa

Mohammed Majam, Vanessa Msolomba, François Venter, Lesley Erica Scott, Trish Kahamba, Wendy Susan Stevens, Michael Rademeyer, Tanya van Tonder, Sanjida Karim, Rigveda Kadam, Paula Akugizibwe
2022 Diagnostics  
A digital risk questionnaire identified 2061 (13%) participants as moderate risk and 2987 (19%) as high risk, based on symptoms and/or recent exposure to a known case.  ...  This operational study investigated the use of antigen-detecting rapid diagnostic tests (Ag-RDTs) for COVID-19 combined with an end-to-end digital health solution, in three taxi ranks in Johannesburg,  ...  FIND for their support in data analysis and writing.  ... 
doi:10.3390/diagnostics12020402 pmid:35204493 pmcid:PMC8871379 fatcat:vvkmdfml75bfzgixqdcs4t4c3y
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