74 citations · 771 across the 40 of their papers we have counts for
41 papers
Your Face Mirrors Your Deepest Beliefs-Predicting Personality and Morals through Facial Emotion Recognition
P. A. Gloor, A. Fronzetti Colladon, E. Altuntas +4
Can we really "read the mind in the eyes"? Moreover, can AI assist us in this task? This paper answers these two questions by introducing a machine learning system that predicts pe…
Enhancing operations management through smart sensors: measuring and improving well-being, interaction and performance of logistics workers
D. Aloini, A. Fronzetti Colladon, P. Gloor +2
Purpose The purpose of the research is to conduct an exploratory investigation of the material handling activities of an Italian logistics hub. Wearable sensors and other smart too…
'Entanglement' -- A new dynamic metric to measure team flow
P. A. Gloor, M. P. Zylka, A. Fronzetti Colladon +1
We introduce "entanglement", a novel metric to measure how synchronized communication between team members is. This measure calculates the Euclidean distance among team members' so…
Put your money where your mouth is: Using deep learning to identify consumer tribes from word usage
P. Gloor, A. Fronzetti Colladon, J. M. de Oliveira +1
Internet and social media offer firms novel ways of managing their marketing strategy and gain competitive advantage. The groups of users expressing themselves on the Internet abou…
Finding top performers through email patterns analysis
Q. Wen, P. A. Gloor, A. Fronzetti Colladon +2
In the information economy, individuals' work performance is closely associated with their digital communication strategies. This study combines social network and semantic analysi…
It is rotating leaders who build the swarm: social network determinants of growth for healthcare virtual communities of practice
G. Antonacci, A. Fronzetti Colladon, A. Stefanini +1
Purpose: The purpose of this paper is to identify the factors influencing the growth of healthcare virtual communities of practice (VCoPs) through a seven-year longitudinal study c…
What makes you popular: beauty, personality or intelligence?
A. Fronzetti Colladon, F. Grippa, E. Battistoni +2
This study explores the determinants of popularity within friendship and advice networks. We involved almost 200 college students in an experiment to predict how personality traits…
Aristotle Said "Happiness is a State of Activity" -- Predicting Mood through Body Sensing with Smartwatches
P. A. Gloor, A. Fronzetti Colladon, F. Grippa +2
We measure and predict states of Activation and Happiness using a body sensing application connected to smartwatches. Through the sensors of commercially available smartwatches we…
Editorial introduction: The power of words and networks
A. Fronzetti Colladon, P. Gloor, D. F. Iezzi
According to Freud "words were originally magic and to this day words have retained much of their ancient magical power". By words, behaviors are transformed and problems are solve…
Measuring the impact of spammers on e-mail and Twitter networks
A. Fronzetti Colladon, P. A. Gloor
This paper investigates the research question if senders of large amounts of irrelevant or unsolicited information - commonly called "spammers" - distort the network structure of s…
The digital footprint of innovators: Using email to detect the most creative people in your organization
P. A. Gloor, A. Fronzetti Colladon, F. Grippa
We propose a novel method for finding the most innovative people in an organization, using email to analyze structure and dynamics of the organization's online communication. To il…
The impact of social media presence and board member composition on new venture success: Evidences from VC-backed U.S. startups
P. A. Gloor, A. Fronzetti Colladon, F. Grippa +2
The purpose of this study is to examine the impact of board member composition and board members' social media presence on the performance of startups. Using multiple sources, we c…
The power of reciprocal knowledge sharing relationships for startup success
T. J. Allen, P. Gloor, A. Fronzetti Colladon +2
Purpose: The purpose of this paper is to examine the innovative capabilities of biotech start-ups in relation to geographic proximity and knowledge sharing interaction in the R&D n…
The impact of virtual mirroring on customer satisfaction
P. Gloor, A. Fronzetti Colladon, G. Giacomelli +2
We investigate the impact of a novel method called "virtual mirroring" to promote employee self-reflection and impact customer satisfaction. The method is based on measuring commun…
Size does not matter -- in the virtual world. Comparing online social networking behaviour with business success of entrepreneurs
P. A. Gloor, S. Woerner, D. Schoder +2
We explore what benefits network position in online business social networks like LinkedIn might confer to an aspiring entrepreneur. We compare two network attributes, size and emb…
Forecasting managerial turnover through e-mail based social network analysis
P. A. Gloor, A. Fronzetti Colladon, F. Grippa +1
In this study we propose a method based on e-mail social network analysis to compare the communication behavior of managers who voluntarily quit their job and managers who decide t…
Using four different online media sources to forecast the crude oil price
M. Elshendy, A. Fronzetti Colladon, E. Battistoni +1
This study looks for signals of economic awareness on online social media and tests their significance in economic predictions. The study analyses, over a period of two years, the…
Emotion Recognition in Horses with Convolutional Neural Networks
Luis A. Corujo, Peter A. Gloor, Emily Kieson +1
Creating intelligent systems capable of recognizing emotions is a difficult task, especially when looking at emotions in animals. This paper describes the process of designing a "p…
What Makes a Message Persuasive? Identifying Adaptations Towards Persuasiveness in Nine Exploratory Case Studies
Sebastian Duerr, Krystian Teodor Lange, Peter A. Gloor
The ability to persuade others is critical to professional and personal success. However, crafting persuasive messages is demanding and poses various challenges. We conducted nine…
Predicting the future success of scientific publications through social network and semantic analysis
Andrea Fronzetti Colladon, Ciriaco Andrea D'Angelo, Peter A. Gloor
Citations acknowledge the impact a scientific publication has on subsequent work. At the same time, deciding how and when to cite a paper, is also heavily influenced by social fact…
Persuasive Natural Language Generation -- A Literature Review
Sebastian Duerr, Peter A. Gloor
This literature review focuses on the use of Natural Language Generation (NLG) to automatically detect and generate persuasive texts. Extending previous research on automatic ident…
Eurythmic Dancing with Plants -- Measuring Plant Response to Human Body Movement in an Anthroposophic Environment
Sebastian Duerr, Josephine van Delden, Buenyamin Oezkaya +1
This paper describes three experiments measuring interaction of humans with garden plants. In particular, body movement of a human conducting eurythmic dances near the plants (beet…
Recognizing Individuals and Their Emotions Using Plants as Bio-Sensors through Electro-static Discharge
Buenyamin Oezkaya, Peter A. Gloor
By measuring the electrostatic discharge of human bodies together with Mimosa Pudica and other plants in response to the human movement, we have been able to recognize (a) individu…
"Making you happy makes me happy" -- Measuring Individual Mood with Smartwatches
Pascal Budner, Joscha Eirich, Peter A. Gloor
We introduce a system to measure individual happiness based on interpreting body sensors on smartwatches. In our prototype system we use a Pebble smartwatch to track activity, hear…