Technologies, such as Chat Generative Pre-Trained Transformer (ChatGPT), are prime examples of Artificial Intelligence (AI), which is a constantly evolving area. SMEs, particularly startups, can obtain competitive edge, innovate their business models, gain value, and undergo digital transformation by implementing these technologies. Continuous but gradual experimentation with technologies the foundation for adoption. The experience that comes from trying new help entrepreneurs adopt more...

This article presents an extensive Generative AI Technology Adoption Model intended to elucidate the complex process that entrepreneurs and other innovation ecosystem actors, for instance, libraries, go through its adoption. The model suggests adoption happens in three stages: Pre-Perception & Perception, Assessment, Outcome. During Perception Phase, initiate their technology exploration by navigating social factors, domain experience, technological familiarity, system quality, training...

We analyze attacks that deny channel access by causing pockets of congestion in mobile ad hoc networks. Such would essentially prevent one or more nodes from accessing providing specific services. In particular, we focus on the properties popular medium control (MAC) protocol, IEEE 802.11x MAC which enable such attacks. consider various traffic patterns an intelligent attacker might generate order to cause denial service. show conventional methods used wire-line networks are unable help...

This paper presents a fuzzy inference method to investigate the impact of project-based assessment on desirable outcomes by analyzing students creative and critical thinking, collaborative decision-making, communication skills with realistic constraints standards through theory practical implementation in (a) course attainment (b) overall program carried out engineering discipline. uses twelve specific parameters capture (PAPs). It proposes three main define various system elements required...

Purpose The article highlights the value of adopting an experimental strategy for artificial intelligence (AI) adoption in libraries, with a specific focus on University Toronto (UofT) libraries as case study. approach entails carrying out small-scale, effective, quick, and reversible experiments to increase awareness, reduce risks incorrect, ineffective, or full-scale adoption; flexibility new technologies rapidly evolving AI industry; open-mindedness consider diverse perspectives even...

Background Generative Artificial Intelligence (AI) technology, for instance Chat Pre-trained Transformer (ChatGPT), is continuously evolving, and its userbase growing. These technologies are now being experimented by the businesses to leverage their potential minimise risks in business operations. The continuous adoption of emerging AI will help startups gain more experience with adoptions, helping them evolving technological innovation landscape. However, there a dearth prior research on...

This paper presents a strategic framework for librarians to ethically experiment with AI technologies, emphasizing data privacy and compliance. Developed through consulting project, it categorizes library tasks based on frequency sharing needs, resulting in four experimentation strategies: Proactive Optimization, Controlled Experimentation, Opportunistic Conservative Approach. Practical examples, like AI-assisted reference services entrepreneurs, illustrate responsible without sensitive...

Startups have high failure rates due to their inability attain a sufficient product/market fit, i.e., delivering solution that best matches the user needs in market. Requirement engineering is activity could help startup teams identify value proposition provides users and continuously innovate it. The objective of study analyse state art requirement research context startups, as available literature. analysis area highlights trends achieve two things (a) predict how much support startups can...

This research paper explores the involvement of freelancers in requirement engineering activities to continuously innovating value propositions and utilizing their expertise various tasks. reports case study conducted with startups that involve for activities. The findings are then compared literature explore freelancer supported domain. Results indicate could help innovate proposition by providing different perspectives global segments also executing have varying levels depending on startup...

AbstractThis column aims to explore the frameworks help libraries foster digital innovation by leveraging AI technologies through continuous experimentation innovate their services for patrons. Additionally, seeks highlight benefits and interplay between frameworks, providing insights librarians interested in implementing solutions driving technological advancements library settings. The reports two - Need-Based Experimentation (NBE) Framework Curiosity-Based (CBE) based on author's...

Purpose With the aid of libraries, research paper aims to assist businesses in swiftly and accurately acquiring knowledge insights from scholarly literature guide their inventive decision-making processes. The foundation for achieving goal is Connected Papers technology. Design/methodology/approach author's professional expertise performing reviews using connected papers technology as well other ways, corresponding with entrepreneurs librarians impacted article's methodology. Findings use...

This article provides entrepreneurs with information about library services and investigates the function of an Enhanced Business Value Calculator in identifying patrons who may be interested participating co-creation-driven experimental technology adoptions libraries. By most productive users, librarian could invite them to participate co-creation process, which results more collaborative knowledge-based experimentations. Patrons (high-performing users their peers) actively design,...

[Context] The software startups could continuously innovate business model value proposition by involving freelancers as a source of innovative ideas (that enhance customer perceived value) and experts for implementing the (by undertaking engineering tasks). Startups employ one three strategies associating with i.e., task based (association ends completion outsourced task), panel (outsourcing to associated startup), or hybrid. Uncertainties, terminology issues, high technical debt, lack...

Purpose The purpose of this study is to identify the factors leading adoption social networking sites (SNS) by librarians entrepreneurial libraries provide support business community in their market research. Identification these will help design SNS way that led seamless diffusion university libraries, making them capable providing reliable and useful knowledge community. Design/methodology/approach To meet research objectives, based on technology model (TAM). survey was conducted with 50...

Context: freelancers and startups could provide each other with promising opportunities that lead to mutual growth, by improving software development metrics, such as cost, time, quality. Niche skills processed help reduce uncertainties associated developments markets, the ability quickly address market issues (and higher quality). This requires associations between startup be long-term, based on trust, agreements driven motivations (leading growth of both parties). Freelancers foster...

Purpose In the context of libraries adopting artificial intelligence (AI) technology, this paper aims to demonstrate synergy between two different yet complimentary frameworks, need-based experimentation (NBE) and curiosity-based (CBE). It looks at how these frameworks interact operate together promote technological innovation in libraries. Design/methodology/approach The authors’ extensive professional experience AI adoption is drew upon paper. methodology encompasses empirical observations...

This article presents a practical case study centered around the adoption of AI technology within library setting through lens Curiosity-Based Experimentation (CBE) Framework. It offers insights into successful implementation CBE by exploring librarian's experimentation with text-to-video generator tool. Motivated aim to enhance social media interactions and personal branding, librarian creatively utilized craft novel videos. These videos, featuring university staff, students, visitors,...

Artificial intelligence (AI) has become a revolutionary force in the constantly evolving technology landscape, transforming many industries, including libraries. Libraries have been focusing on experimenting with emerging AI technologies to innovate their services, especially for supporting entrepreneurs. Generative AI, instance, ChatGPT, holds immense potential libraries by enabling them provide advanced support entrepreneurs, meeting business needs of or strengthening entrepreneurial...

This paper presents an approach to prioritize program segments within the impact set computed using functional call graph assist regression testing for test case prioritization. The presented technique will first categorize type of propagation and then impacted into higher lower levels based on categorization. help in saving maintenance cost effort by allocating priority those which are more set. Thus a software engineer can run cases cover with minimize selection.

Passive knowledge procurement in face-to-face learning is no longer the way education imparted higher these days. Instead, new and developing Information Communication Technologies (ICT) are emerging as a promising paradigm for creating profound change digitizing education. It facilitates active with enhancement its delivery how students grasp it by representing shift from traditional desktop-as-a-platform towards network-as-a-platform model. This paper proposes an extended Technology...