Incremental transformation of spatial intelligence from smart systems to sensorial infrastructures

Abstract

In addition to the scalability of new computation technologies considering their potentials and limitations, recent applications of embedded computation ensure its possible uses in the scope of urban computing and policymaking strategies. This study examines methods of crowdsourcing with the aim of incremental transformation of the built environment through the experimental exploration of the traditional infrastructure of the Spice Bazaar in İstanbul using a bottom-up research approach. Thus, this study can be an overarching source of specifications and policymaking for the incremental transformation of the built environment. Accordingly, the agencies of participation and policymaking, the concern of usage and economics as well as technological potentials and limitations are considered as generative parameters. Smart grids and embedded computation in built environments are examined in addition to the utilization of traditional infrastructures for data acquisition and assessment. Under the scope of urban computing, this study evaluates associative learning and prediction models, as well as other sensorial technologies, connected devices, and new methods of computation.

A Vision and Semantics-Jointly Driven Hybrid Intelligence Method for Automatic Pairwise Language Conversion

“…It is widely used in various design categories of graphic design to assist in coordinating the direct arrangement relationship and to constrain the layout of visual elements in the form [34]. The format of the layout structure through grid design is usually apparent.…”

An Empirical Study of the Technoparks in Turkey in Investigating the Challenges and Potential of Designing Intelligent Spaces

“…The challenging rise of Big Data from environmental inputs also necessitates the allocation of complex smart systems by considering the role of Subjectile on the scale of urban computing and social spaces [12,48]. The increasing number of smart city projects also reveals the necessity to regard IoT-based and AI-based smart system developments to produce and process Big Data to meet the expectations and preferences of urban dwellers [24,[49][50][51]. Thus, designing according to the informational data of environmental inputs from sensors is becoming increasingly critical, and the limits and potentials of technology inevitably influence and challenge the spatial design of the built environment [47,49].…”

“…The increasing number of smart city projects also reveals the necessity to regard IoT-based and AI-based smart system developments to produce and process Big Data to meet the expectations and preferences of urban dwellers [24,[49][50][51]. Thus, designing according to the informational data of environmental inputs from sensors is becoming increasingly critical, and the limits and potentials of technology inevitably influence and challenge the spatial design of the built environment [47,49]. However, this can also be seen as an opportunity for some professionals in the creative class to design and decide on the necessities and critical attraction points that ensure innovative technological solutions in space [49].…”

“…Thus, designing according to the informational data of environmental inputs from sensors is becoming increasingly critical, and the limits and potentials of technology inevitably influence and challenge the spatial design of the built environment [47,49]. However, this can also be seen as an opportunity for some professionals in the creative class to design and decide on the necessities and critical attraction points that ensure innovative technological solutions in space [49].…”

“…Some technology giants such as Apple, Google, Microsoft, Samsung, and Xiaomi have even started disseminating their smart home applications [40,42]. Indeed, smart home applications and intelligent environments are extremely beneficial in supporting user activity and safety, monitoring occupant movements and space use by providing value-based data (Table 1) [26,42,49,50]. On the other hand, the security concerns about smart systems intended for public places is another issue that requires further study and that needs to be overcome through advanced technological investigations and research, such as secure and context-aware IoT applications [52,53].…”