Using Topic Modelling to Reassess Heritage Values from a People-centred Perspective
Applications from the North of England
Bibliographic Data
| ID | 6044118 |
|---|---|
| Authors | Martina Tenzer (0000-0003-1898-5277, York Archaeological Trust, corresponding author), J Schofield (0000-0001-6903-7395, York Archaeological Trust) |
| Year | 2024 |
| Volume | 34 |
| Issue | 1 |
| Pages | 147-168 |
| Publication date | 2024-02-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Cambridge Archaeological Journal (JOURNAL) |
| Journal identifiers | ISSN: 0959-7743 • E-ISSN: 1474-0540 |
| Publisher | Cambridge University Press (CUP) (PUBLISHER) |
| DOI | 10.1017/s0959774323000203 |
| OpenAlex | W4380997471 |
| Language | EN |
| Citations received | 6 |
| References cited | 33 |
The historic environment—comprising a palimpsest of landscapes, buildings and objects—carries meaning and plays a crucial role in giving people a sense of place, identity and belonging. It represents a repository of ever-accumulating collective and individually held values—shared perceptions, experiences, life histories, beliefs and traditions. These social or private values are mostly ascribed by people to familiar places within this environment based on the ontological security which this everyday heritage provides. However, these values are notoriously hard to capture and categorize. This makes it difficult to incorporate them into heritage-management strategies, which typically rely on objective, fact-based datasets. In this paper, we present a new methodology to capture those elusive values, by combining Topic Modelling with the principles of Grounded Theory. Results show that our novel approach is viable and replicable and that these important values can be effectively and meaningfully integrated, thus creating more inclusive approaches to heritage management than exist currently
Aesthetics · Archaeology · Art · Categorization · Cultural heritage · Epistemology · Perception · Performative utterance · Sense of place · Social science · Sociology · Visual arts · Computational and Text Analysis Methods · Cultural Heritage Management and Preservation · Geographic Information Systems Studies · History
The Ethics of Cultural Heritage
Uses of Heritage
A Review of Best Practice Recommendations for Text Analysis in R (and a User-Friendly App)
Machine Learning for Cultural Heritage
Grounded theory research
Comparing Machine and Deep Learning Methods for Large 3D Heritage Semantic Segmentation
A Neural Networks Approach to Detecting Lost Heritage in Historical Video
Combining Deep Learning and Location-Based Ranking for Large-Scale Archaeological Prospection of LiDAR Data from The Netherlands
Why are places so special? Uncovering how our brain reacts to meaningful places
Qualitative and quantitative research in the humanities and social sciences
Beyond “Natural” and “Cultural” Heritage
Understanding heritage in practice
Tweets in the Peak
Landscape strategy making and landscape characterisation—experiences from Danish experimental planning processes
A question of what matters
Natural Language Processing for Cultural Heritage Domains
Natural Language Processing (NLP) in Qualitative Public Health Research
We Have Never Been Modern
Senses of Place, Senses of the Past
Wrestling with the Social Value of Heritage
The Utility of Discourse Analysis to Heritage Studies
The Cultural Values Model
Conservation as Psychology
Cultural heritage through the lens of Covid-19
Methods to Integrate Natural Language Processing Into Qualitative Research
| Unique citing works | 6 |
|---|---|
| Citations per year | 3 |
| Citation span | 2024 - 2026 (3) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 5 |