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相关论文: Success and luck in creative careers

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The association between productivity and impact of scientific production is a long-standing debate in science that remains controversial and poorly understood. Here we present a large-scale analysis of the association between yearly…

数字图书馆 · 计算机科学 2021-08-17 Andre S. Sunahara , Matjaz Perc , Haroldo V. Ribeiro

Correctly assessing a scientist's past research impact and potential for future impact is key in recruitment decisions and other evaluation processes. While a candidate's future impact is the main concern for these decisions, most measures…

物理与社会 · 物理学 2013-10-30 Orion Penner , Raj Kumar Pan , Alexander M. Petersen , Kimmo Kaski , Santo Fortunato

The film industry is one of the most popular entertainment industries and one of the biggest markets for business. Among the contributing factors to this would be the success of a movie in terms of its popularity as well as its box office…

机器学习 · 计算机科学 2021-12-02 Manav Agarwal , Shreya Venugopal , Rishab Kashyap , R Bharathi

'There is no terror in the bang, only is the anticipation of it' - Alfred Hitchcock. Yet there is everything in correctly anticipating the bang a movie would make in the box-office. Movies make a high profile, billion dollar industry and…

计算机与社会 · 计算机科学 2018-04-11 Sharmistha Dey

Reputation is an important social construct in science, which enables informed quality assessments of both publications and careers of scientists in the absence of complete systemic information. However, the relation between reputation and…

Power dynamics influence every aspect of scientific collaboration. Team power dynamics can be measured by team power level and team power hierarchy. Team power level is conceptualized as the average level of the possession of resources,…

物理与社会 · 物理学 2022-04-18 Huimin Xu , Yi Bu , Meijun Liu , Chenwei Zhang , Mengyi Sun , Yi Zhang , Eric Meyer , Eduardo Salas , Ying Ding

Scientists are frequently faced with the important decision to start or terminate a creative partnership. This process can be influenced by strategic motivations, as early career researchers are pursuers, whereas senior researchers are…

物理与社会 · 物理学 2015-09-08 Alexander Michael Petersen

Research at the interface between cognitive psychology, neuroscience, and the science of complex, dynamical systems, is piecing together an understanding of the creative process, including how it works, how it can be fostered, and the…

神经元与认知 · 定量生物学 2018-11-29 Liane Gabora

When a student fails an exam, do we tend to blame their effort or the test's difficulty? Attribution, defined as how reasons are assigned to event outcomes, shapes perceptions, reinforces stereotypes, and influences decisions. Attribution…

计算与语言 · 计算机科学 2026-04-30 Chahat Raj , Mahika Banerjee , Jinhao Pan , Aylin Caliskan , Antonios Anastasopoulos , Ziwei Zhu

The advancement of various fields of science depends on the actions of individual scientists via the peer review process. The referees' work patterns and stochastic nature of decision making both relate to the particular features of…

物理与社会 · 物理学 2013-04-19 T. Hartonen , M. J. Alava

Physics is one of the most successful endeavors in science. Being a prototypic big science it also reflects the growing tendency for scientific collaborations. Utilizing 250,000 papers from ArXiv.org a prepublishing platform prevalent in…

物理与社会 · 物理学 2016-10-04 Raphael H. Heiberger , Oliver J. Wieczorek

Nowadays, Computer Science tightly entered all spheres of human activity. To improve quality and speed of development process, it is important to help programmers improve their working conditions. This paper proposes a vision on exploring…

软件工程 · 计算机科学 2020-12-17 Rozaliya Amirova , Sergey Masyagin , Anastasia Reprintseva , Giancarlo Succi , Herman Tarasau

We examine the innovation of researchers with long-lived careers in Computer Science and Physics. Despite the epistemological differences between such disciplines, we consistently find that a researcher's most innovative publication occurs…

数字图书馆 · 计算机科学 2023-01-18 Mingtang Li , Giacomo Livan , Simone Righi

A widely used measure of scientific impact is citations. However, due to their heavy-tailed distribution, citations are fundamentally difficult to predict. Instead, to characterize scientific impact, we address two analogous questions asked…

数字图书馆 · 计算机科学 2016-11-17 Yuxiao Dong , Reid A. Johnson , Nitesh V. Chawla

Scholarly article impact reflects the significance of academic output recognised by academic peers, and it often plays a crucial role in assessing the scientific achievements of researchers, teams, institutions and countries. It is also…

数字图书馆 · 计算机科学 2020-08-11 Xiaomei Bai , Hui Liu , Fuli Zhang , Zhaolong Ning , Xiangjie Kong , Ivan Lee , Feng Xia

Despite the growing importance of teams in producing innovative and high-impact science and technology, it remains unclear how expertise diversity among team members relates to the originality and impact of the work they produce. Here, we…

物理与社会 · 物理学 2025-03-25 Weihua Li , Hongwei Zheng

Predicting undesirable events during the execution of a business process instance provides the process participants with an opportunity to intervene and keep the process aligned with its goals. Few approaches for tackling this challenge…

人工智能 · 计算机科学 2020-09-22 Jens Brunk , Matthias Stierle , Leon Papke , Kate Revoredo , Martin Matzner , Jörg Becker

Humanity has been fascinated by the pursuit of fortune since time immemorial, and many successful outcomes benefit from strokes of luck. But success is subject to complexity, uncertainty, and change - and at times becoming increasingly…

综合经济学 · 经济学 2019-04-19 Didier Sornette , Spencer Wheatley , Peter Cauwels

Quantifying success in science plays a key role in guiding funding allocations, recruitment decisions, and rewards. Recently, a significant amount of progresses have been made towards quantifying success in science. This lack of detailed…

数字图书馆 · 计算机科学 2020-08-12 Xiaomei Bai , Hanxiao Pan , Jie Hou , Teng Guo , Ivan Lee , Feng Xia

Teamwork is one of the most prominent features in modern science. It is now well-understood that the team size is an important factor that affects team creativity. However, the crucial question of how the character of research studies is…

物理与社会 · 物理学 2020-07-14 An Zeng , Ying Fan , Zengru Di , Yougui Wang , Shlomo Havlin