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This study explores the application of large language models (LLMs) in venture capital (VC) decision-making, focusing on predicting startup success based on founder characteristics. We utilize LLM prompting techniques, like…

计算与语言 · 计算机科学 2024-07-09 Ekin Ozince , Yiğit Ihlamur

Crowdfunding is an emerging finance platform for creators to fund their efforts by soliciting relatively small contributions from a large number of individuals using the Internet. Due to the unique rules, a campaign succeeds in trading only…

社会与信息网络 · 计算机科学 2020-02-04 Kai Zhang , Hongke Zhao , Qi Liu , Zhen Pan , Enhong Chen

Business communication digitisation has reorganised the process of persuasive discourse, which allows not only greater transparency but also advanced deception. This inquiry synthesises classical rhetoric and communication psychology with…

计算与语言 · 计算机科学 2025-08-14 Sayem Hossen , Monalisa Moon Joti , Md. Golam Rashed

LLM based agents have recently demonstrated strong potential in automating complex tasks, yet accurately predicting startup success remains an open challenge with few benchmarks and tailored frameworks. To address these limitations, we…

人工智能 · 计算机科学 2025-04-22 Xisen Wang , Yigit Ihlamur , Fuat Alican

External funding is crucial for early-stage ventures, particularly technology startups that require significant R&D investment. Business angels offer a critical source of funding, but their decision-making is often subjective and…

机器学习 · 计算机科学 2025-07-08 Yan Katcharovski , Andrew L. Maxwell

Analyzing development projects is crucial for understanding donors aid strategies, recipients priorities, and to assess development finance capacity to adress development issues by on-the-ground actions. In this area, the Organisation for…

综合经济学 · 经济学 2025-02-14 Pierre Beaucoral

Online marketing faces formidable challenges in managing and interpreting immense volumes of data necessary for competitor analysis, content research, and strategic branding. It is impossible to review hundreds to thousands of transient…

计算机与社会 · 计算机科学 2024-12-11 Aleksandr Farseev , Qi Yang , Marlo Ongpin , Ilia Gossoudarev , Yu-Yi Chu-Farseeva , Sergey Nikolenko

Artificial intelligence improves enterprise decision-making by accelerating data analysis, reducing human error, and supporting evidence-based choices. A quantitative survey of 92 companies across multiple industries examines how AI…

Persuasion is a fundamental aspect of communication, influencing decision-making across diverse contexts, from everyday conversations to high-stakes scenarios such as politics, marketing, and law. The rise of conversational AI systems has…

Crowdsourcing, in which human intelligence and productivity is dynamically mobilized to tackle tasks too complex for automation alone to handle, has grown to be an important research topic and inspired new businesses (e.g., Uber, Airbnb).…

计算机与社会 · 计算机科学 2023-09-20 Shipeng Wang , Qingzhong Li , Lizhen Cui , Zhongmin Yan , Yonghui Xu , Zhuan Shi , Xinping Min , Zhiqi Shen , Han Yu

Research on crowdfunding success that incorporates CATA (computer-aided text analysis) is quickly advancing to the big leagues (e.g., Parhankangas and Renko, 2017; Anglin et al., 2018; Moss et al., 2018) and is often theoretically based on…

社会与信息网络 · 计算机科学 2020-10-28 Constantin von Selasinsky , Andrew Jay Isaak

While online medical crowdfunding achieved tremendous success, quantitative study about whether and how medical crowdfunding helps people remains little explored. In this paper, we empirically study how online medical crowdfunding helps…

社会与信息网络 · 计算机科学 2021-01-08 Junjie Huang , Huawei Shen , Qi Cao , Li Cai , Xueqi Cheng

The adoption of artificial intelligence (AI) offers transformative potential for small and medium-sized enterprises (SMEs), particularly in enhancing financial decision-making processes. However, SMEs often face significant barriers to…

人工智能 · 计算机科学 2025-12-05 Manh Chien Vu , Thang Le Dinh , Manh Chien Vu , Tran Duc Le , Thi Lien Huong Nguyen

In recent years, Large Language Models (LLMs) have emerged as a transformative development in artificial intelligence (AI), drawing significant attention from industry and academia. Trained on vast datasets, these sophisticated AI systems…

人工智能 · 计算机科学 2025-01-15 Oudom Hean , Utsha Saha , Binita Saha

Crowdfunding has emerged as a prominent way for entrepreneurs to secure funding without sophisticated intermediation. In crowdfunding, an entrepreneur often has to decide how to disclose the campaign status in order to collect as many…

人工智能 · 计算机科学 2018-03-30 Wen Shen , Jacob W. Crandall , Ke Yan , Cristina V. Lopes

Crowdfunding has been used as one of the effective ways for entrepreneurs to raise funding especially in creative industries. Individuals as well as organizations are paying more attentions to the emergence of new crowdfunding platforms. In…

计算机与社会 · 计算机科学 2015-03-03 Yang Song , Robert van Boeschoten

Artificial intelligence is an emerging topic and will soon be able to perform decisions better than humans. In more complex and creative contexts such as innovation, however, the question remains whether machines are superior to humans.…

人工智能 · 计算机科学 2021-05-10 Dominik Dellermann , Nikolaus Lipusch , Philipp Ebel , Karl Michael Popp , Jan Marco Leimeister

Modeling what makes an advertisement persuasive, i.e., eliciting the desired response from consumer, is critical to the study of propaganda, social psychology, and marketing. Despite its importance, computational modeling of persuasion in…

AI-powered influence operations can now be executed end-to-end on commodity hardware. We show that small language models produce coherent, persona-driven political messaging and can be evaluated automatically without human raters. Two…

密码学与安全 · 计算机科学 2025-08-29 Lukasz Olejnik

As language models accelerate scientific research by automating hypothesis generation and implementation, a new bottleneck emerges: evaluating and filtering hundreds of AI-generated ideas without exhaustive experimentation. We ask whether…

机器学习 · 计算机科学 2026-05-22 Srujan P Mule , Aniketh Garikaparthi , Manasi Patwardhan