Generally speaking, abstract information science finds itself at a junction where tech, human knowledge, and the fabric of daily life interact. Most of the time, this means that our creation, organization, and use of knowledge constantly changes—sometimes in unanticipated directions. From the old days of library bookkeeping to a world currently humming with digital libraries, AI trickery, and interactive systems, we examined a staggering 12,613 research items to grab a taste of its history. Our study balances ideas on how knowledge is organized, how retrieval mechanisms function—think of search engines or even more antiquated approaches—and how individuals really interact with information. The subtle hint to the sources of research—geographical areas and institutions also play a function here. Fundamentally, this trip demonstrates how Information Science has evolved from its library foundations into digital repositories, information management, and even the peculiarities of human–computer interaction. We also consider problems including algorithmic biases, bumping into information saturation, and the complicated field of digital preservation. Semantic technology, artificial intelligence-powered platforms, and maybe even a more ethically adjusted information governance seem to be on their way. Our results overall remind us that solving society's information challenges becomes progressively more important as the digital sphere grows.