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检索条件"丛书名=Lecture Notes in Geoinformation and Cartography"

共 1042 条记录，以下是271-280 订阅

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Spatial Prepositions in Natural-Language Descriptions of Indoor Scenes 13th

Spatial Prepositions in Natural-Language Descriptions of Ind...

引用

13th International Conference on Spatial Information Theory (COSIT)

作者： Doore, Stacy Beard, Kate Giudice, Nicholas Univ Maine Sch Comp & Informat Sci Virtual Environm Multimodal Interact Lab Orono ME 04469 USA Univ Maine Sch Comp & Informat Sci Orono ME USA

ISBN: (纸本)9783319639468;9783319639451

For individuals with significant vision impairment, due to natural aging processes or early vision loss, descriptions of indoor scenes require a high level of precision in spatial information to convey accurate object relations and allow for the formation of effective mental models. This paper briefly describes a single experiment conducted within a larger study investigating the preference of spatial prepositions to describe spatial relations between objects in a vista-scale setting. The goal of the larger study is to identify a small set of spatial concepts and terms that can provide a framework for automated natural-language descriptions of indoor vista-scale environments.

关键词： Spatial prepositions Indoor scene depictions Spatial assistance systems

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Identifying and Interpreting Clusters of Persons with Similar Mobility Behaviour Change Processes 21st

Identifying and Interpreting Clusters of Persons with Simila...

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21st AGILE Conference on Geographic Information Science

作者： Jonietz, David Bucher, Dominik Martin, Henry Raubal, Martin Swiss Fed Inst Technol Inst Cartog & Geoinformat Stefano Franscini Pl 5 CH-8093 Zurich Switzerland

ISBN: (纸本)9783319782089;9783319782072

With the emergence of new mobility options and various initiatives to increase the sustainability of our travel behaviour, it is desirable to gain a deeper understanding of our behavioural reactions to such stimuli. Although it is now possible to use GPS-tracking to record people's movement behaviour over a longer period, there is still a lack of computational methods which allow to detect and evaluate such behaviour change processes in the resulting datasets. In this study, we propose a data mining method for describing individual persons' mobility behaviour change processes based on their movement trajectories and clustering participants based on the similarity of these behavioural adaptations. We further propose to use a decision tree classifier to semantically explain the derived clusters in a human-interpretable form. We apply our method to a real, longitudinal movement dataset.

关键词： Decision trees

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Is Wireless Functional Near-Infrared Spectroscopy (fNIRS) 3D Neuroimaging Feasible to Map Human Navigation in the Real-World? 13th

Is Wireless Functional Near-Infrared Spectroscopy (fNIRS) 3D...

引用

13th International Conference on Spatial Information Theory (COSIT)

作者： Lancia, Stefania Mammarella, Silvia Bianco, Denise Quaresima, Valentina Univ Aquila Dept Life Hlth & Environm Sci Via Vetoio Laquila Italy

ISBN: (纸本)9783319639468;9783319639451

Real-time maps (with temporal and spatial resolution: 1-10 Hz and similar to 1 cm, respectively) of cortical activation can be obtained by functional near-infrared spectroscopy (fNIRS), which noninvasively measures cortical hemodynamic changes (as oxygenated and deoxygenated hemoglobin changes). The very recent launch in the market of commercial wireless/wearable fNIRS systems encourages their application in the field of human navigational studies to be carried out in the real-life situations.

关键词： fNIRS Spatial navigation Human behavior Real-life monitoring Cerebral cortex

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Mixed Traffic Trajectory Prediction Using LSTM-Based Models in Shared Space 21st

Mixed Traffic Trajectory Prediction Using LSTM-Based Models ...

引用

21st AGILE Conference on Geographic Information Science

作者： Cheng, Hao Sester, Monika Leibniz Univ Hannover Inst Cartog & Geoinformat Hannover Germany

ISBN: (纸本)9783319782089;9783319782072

Real-world behaviors of human road users in a non-regulated space (shared space) are complex. Firstly, there is no explicit regulation in such an area. Users self-organize to share the space. They are more likely to use as little energy as possible to reach their destinations in the shortest possible way, and try to avoid any potential collision. Secondly, different types of users (pedestrians, cyclists, and vehicles) behave differently. For example, pedestrians are more flexible to change their speed and trajectory, while cyclists and vehicles are more or less limited by their travel device-abrupt changes might lead to danger. While there are established models to describe the behavior of individual humans (e.g. Social Force model), due to the heterogeneity of transport modes and diversity of environments, hand-crafted models have difficulties in handling complicated interactions in mixed traffic. To this end, this paper proposes using a Long Short-Term Memory (LSTM) recurrent neural networks based deep learning approach to model user behaviors. It encodes user position coordinates, sight of view, and interactions between different types of neighboring users as spatio-temporal features to predict future trajectories with collision avoidance. The real-world data-driven method can be trained with pre-defined neural networks to circumvent complex manual design and calibration. The results show that ViewType-LSTM, which mimics how a human sees and reacts to different transport modes can well predict mixed traffic trajectories in a shared space at least in the next 3 s, and is also robust in complicated situations.

关键词： Shared space Mixed traffic Trajectory prediction Long short-term memory

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Boundary Based Navigation Is Impaired in Old Age 13th

Boundary Based Navigation Is Impaired in Old Age

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13th International Conference on Spatial Information Theory (COSIT)

作者： Bhushan, Rachel Colombari, Elisabetta Lee, Sang Ah Univ Trento Ctr Mind Brain Sci Corso Bettini 31 I-38068 Rovereto Italy Korea Adv Inst Sci & Technol Dept Bio & Brain Engn Daejeon South Korea

ISBN: (纸本)9783319639468;9783319639451

Decline of hippocampal function with age has many effects, including deficits in episodic memory and spatial orientation. Motivated by research in cognitive psychology and behavioral neuroscience showing the importance of environmental boundaries in spatial mapping, we tested adult and aged rats in a simple reorientation task involving both environmental boundary geometry and landmarks. We find preliminary evidence that aged rats are impaired in their ability to reorient, particularly with respect to boundary geometry.

关键词： Hippocamus Aging Reorientation Boundary geometry

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Evaluating Spatial Data Acquisition and Interpolation Strategies for River Bathymetries 21st

Evaluating Spatial Data Acquisition and Interpolation Strate...

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21st AGILE Conference on Geographic Information Science

作者： Krueger, Robert Karrasch, Pierre Bernard, Lars Tech Univ Dresden Chair Geoinformat Dresden Germany

ISBN: (纸本)9783319782089;9783319782072

The study implements a workflow to evaluate the effects of different data sampling methods and interpolation methods, when measuring and modelling a river bathymetry based on point data. Interpolation and sampling strategies are evaluated against a reference data set. The evaluation of the results includes critically discussing characteristics of the input data, the used methods and the transferability of the results. The results show that the decision for or against a particular sampling method and for a specific setting of the parameters can certainly have a great influence on the quality of the interpolation results. Further, some general guidelines for the acquisition of bathymetries are derived from the study results.

关键词： Spatial interpolation Riverbed modelling Spatial sampling Water frame work directive Bathymetry

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Generating Spatial Footprints from Hiking Blogs 13th

Generating Spatial Footprints from Hiking Blogs

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13th International Conference on Spatial Information Theory (COSIT)

作者： Acheson, Elise Wartmann, Flurina M. Purves, Ross S. Univ Zurich Geog Dept Winterthurerstr 190 CH-8057 Zurich Switzerland

ISBN: (纸本)9783319639468;9783319639451

Explicitly linking text documents to geographical space is an important processing step for applications such as map visualization, spatial querying, and placename disambiguation. In this work, we present a proof-of-concept processing pipeline to generate spatial footprints for a spatially-rich, manually-annotated corpus of hiking blogs. We present preliminary results obtained by exploiting the spatially-focused nature of our input data and the rich placename resources at our disposal. Future work will fully automate the pipeline and systematically examine the influence of processing decisions on the footprints and downstream tasks.

关键词： Footprints Toponyms Document scope Clustering Geographic information retrieval

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3D Georeferencing of Historical Photos by Volunteers 21st

3D Georeferencing of Historical Photos by Volunteers

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21st AGILE Conference on Geographic Information Science

作者： Produit, Timothee Ingensand, Jens Univ Appl Sci & Arts Western Switzerland HES SO Terr Engn Inst Insit Route Cheseaux 1 CH-1401 Yverdon Switzerland

ISBN: (纸本)9783319782089;9783319782072

Historical photographs are a very rich source of information that can be useful in a variety of different contexts such as environmental analyses, land planning and illustration of landscape evolution. However to reach this goal the images must be accurately georeferenced. In this paper we propose to use the crowd to perform the 3D georeferencing of collections of historical images. To this goal we implemented a web 3D georeferencer that offers volunteers the possibility to semi-automatically identify 1. the location of the point from where a picture has been taken, 2. the three angles: tilt, roll and yaw and 3. the field of view. A virtual web-based globe is the central element in this tool that allows both for the georeferencing in three dimensions by volunteers and for the visualization of georeferenced images to assess the landscape variation through time. In this paper we evaluate the method and the georeferencer and give suggestions for further developments and exploitation of the database.

关键词： Artificial intelligence

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Artificial Cognitive Maps: Selecting Heterogeneous Sets of Geographic Objects and Relations to Drive Highly Contextual Task-Oriented Map Views 13th

Artificial Cognitive Maps: Selecting Heterogeneous Sets of G...

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13th International Conference on Spatial Information Theory (COSIT)

作者： Godfrey, Lucas Mackaness, William Univ Edinburgh Sch GeoSci Edinburgh Midlothian Scotland

ISBN: (纸本)9783319639468;9783319639451

We present work from an on-going project to develop techniques of automated cartography. We introduce Artificial Cognitive Maps as an approach to integrating insights from spatial cognition with geographic data. The ultimate goal is to drive highly contextual map views that more effectively support navigation tasks such as travelling across large, complex cities. With a focus on our now ubiquitous small screen mobile devices, we propose that distortions on the traditional metric cartographic representation may support a reduction in cognitive load for the user, but that the logic and parameters of these distortions should be founded on the natural distortions present in our cognitive representations of geographic objects and their relation.

关键词： Spatial cognition Automated cartography Navigation Multi-scale data

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Spatial Humanities Meets Spatial Information Theory: Space, Place, and Time in Humanities Research-Introduction 13th

Spatial Humanities Meets Spatial Information Theory: Space, ...

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13th International Conference on Spatial Information Theory (COSIT)

作者： Adams, Benjamin Chesnokova, Olga Grossner, Karl Univ Canterbury Dept Geog Christchurch New Zealand Univ Zurich Dept Geog Zurich Switzerland Univ Pittsburgh World Hist Ctr Pittsburgh PA USA

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