TWI783604B - Reading interface design method based on hand-eye tracking - Google Patents
Reading interface design method based on hand-eye tracking Download PDFInfo
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Abstract
本發明為有關一種手眼動作追蹤之閱讀介面設計方法,主要於受試者使用閱讀裝置的過程中,利用眼球追蹤裝置紀錄閱讀時的眼動的情形,並利用介面操作紀錄裝置監測該受試者對該閱讀介面之操作動作,操作動作之部分更細分由滑鼠操作監控部、鍵盤操作監控部、及文字比例監控部執行,及於閱讀後利用視覺疲勞檢測裝置判斷受試者的視覺疲勞程度,並對其進行迴歸分析,及利用觀感調查單元紀錄受試者的主觀觀感,最後統整各項監測數據。藉此分析閱讀介面與操作動作的使用次數與時間,並與受試者主觀視覺疲勞程度進行迴歸分析,進而瞭解試驗變項間的關聯性,以輔助使用者設計更適合閱讀之介面。 The present invention relates to a reading interface design method for hand-eye movement tracking. It mainly uses the eye tracking device to record the eye movement during reading when the subject uses the reading device, and uses the interface operation recording device to monitor the subject. The operation action of the reading interface, the part of the operation action is subdivided by the mouse operation monitoring part, the keyboard operation monitoring part, and the text ratio monitoring part, and after reading, the visual fatigue detection device is used to judge the degree of visual fatigue of the subject , and carry out regression analysis on it, and use the perception survey unit to record the subjective perception of the subjects, and finally integrate the monitoring data. This is used to analyze the number and time of use of the reading interface and operation actions, and conduct regression analysis with the subjective visual fatigue of the subjects, so as to understand the correlation between the experimental variables, so as to assist users in designing a more suitable interface for reading.
Description
本發明為提供一種手眼動作追蹤之閱讀介面設計方法,尤指一種可協助研究一般人對不同閱讀介面與操控裝置的使用頻率及習慣,而輔助使用者開發可提升操控便利性、降低視覺疲勞之閱讀介面的手眼動作追蹤之閱讀介面設計方法。 The present invention provides a reading interface design method for hand-eye movement tracking, especially a method that can help to study the frequency and habits of ordinary people using different reading interfaces and control devices, and assist users in developing reading that can improve control convenience and reduce visual fatigue The reading interface design method of the hand-eye movement tracking of the interface.
按,網路的普及衍生出來一種新式資訊來源,如電子書、各大網站、電子報等,乃至於時下流行之Facebook、Instagram、LINE、Blog等,讓人們可以快速獲得資訊及提供更多互動,也因此注視螢幕的時間大幅增加,若又沒有獲得適當的休息,容易造成眼睛酸澀、模糊閃爍等視覺負擔所帶來的症狀,加上注視螢幕會有眨眼次數減少、加速淚液的蒸發,而加劇眼睛疲勞的問題。 By the way, the popularization of the Internet has led to a new type of information source, such as e-books, major websites, e-newsletters, etc., and even the popular Facebook, Instagram, LINE, Blog, etc., so that people can quickly obtain information and provide more information. Interaction, and therefore the time spent staring at the screen is greatly increased. If you do not get proper rest, it is easy to cause symptoms caused by visual burden such as sore eyes, blurred flickering, etc. In addition, staring at the screen will reduce the number of blinks and accelerate the evaporation of tears. And exacerbate the problem of eye fatigue.
在長時間的使用下,用來閱讀網路上資訊的閱讀介面與操控裝置(browsing interface & operating device,BIOC)的適用性就顯得相當的重要,所謂BIOC係指人們在使用電腦閱讀資訊時,用來對資訊進行操作、選擇、搜尋或控制等動作之軟硬體工具,例如滑鼠左右鍵、滑鼠滾輪、視窗捲軸、鍵盤方向鍵等,而在不同的閱讀介面下,不同操控裝置設計因子(捲軸與滾輪、跳動幅度、縮放比例等),對介面使用者執行圖文資訊閱讀及搜尋作業時,視覺績效與疲勞皆有可能造成的影響。 Under long-term use, the applicability of the reading interface and operating device (BIOC) used to read information on the Internet is very important. The so-called BIOC means that when people use computers to read information, they use Software and hardware tools used to operate, select, search, or control information, such as left and right mouse buttons, mouse wheel, window scroll, keyboard arrow keys, etc., and in different reading interfaces, different control device design factors (Scroll and scroll wheel, jumping range, zoom ratio, etc.), when the interface user performs graphic information reading and searching operations, both visual performance and fatigue may be affected.
是以,要如何解決上述習用之問題與缺失,即為本發明之發明人與從事此行業之相關廠商所亟欲研究改善之方向所在者。 Therefore, how to solve the above-mentioned conventional problems and deficiencies is the direction that the inventor of the present invention and related manufacturers engaged in this industry want to research and improve urgently.
故,本發明之發明人有鑑於上述缺失,乃蒐集相關資料,經由多方評估及考量,並以從事於此行業累積之多年經驗,經由不斷試作及修改,始設計出此種可協助研究一般人對不同閱讀介面與操控裝置的使用頻率及習慣,而輔助使用者開發可提升操控便利性、降低視覺疲勞之閱讀介面的手眼動作追蹤之閱讀介面設計方法的發明專利者。 Therefore, in view of the above-mentioned deficiency, the inventor of the present invention collects relevant information, evaluates and considers in many ways, and uses years of experience accumulated in this industry, through continuous trial and modification, to design this kind of product that can help ordinary people to understand The frequency and habit of using different reading interfaces and control devices, and the invention patent of the reading interface design method that assists users in developing a reading interface that can improve the convenience of operation and reduce visual fatigue by tracking hand-eye movements.
本發明之主要目的在於:監測受試者在閱讀過程中的眼球動作及手部動作,並評估受試者的視覺疲勞程度及主觀觀感,以統計分析一般人閱讀習慣,進而提供可提升操控便利性、降低視覺疲勞之閱讀介面的設計方向。 The main purpose of the present invention is to: monitor the subject's eyeball movements and hand movements during the reading process, and evaluate the subject's visual fatigue and subjective impressions, so as to statistically analyze the reading habits of ordinary people, and then provide improved control convenience , The design direction of the reading interface that reduces visual fatigue.
為達成上述目的,本發明之主要結構包括:一閱讀裝置、一眼球追蹤裝置、一介面操作紀錄裝置、一滑鼠操作監控部、一鍵盤操作監控部、一文字比例監控部、一視覺疲勞檢測裝置、一觀感調查單元、及一迴歸分析模組;藉由上述結構,提供一閱讀裝置,供受試者在閱讀介面中閱讀顯示資訊,於該受試者閱讀過程中,利用眼球追蹤裝置紀錄閱讀時的眼動情形、及利用介面操作紀錄裝置監測該受試者對該閱讀介面之操作動作,而操作動作的監控更細分由滑鼠操作監控部監測該受試者的滑鼠操作動作、由鍵盤操作監控部監測該受試者的鍵盤操作動作、及由文字比例監控部監測該受試者的調整文字佔頁面的比例,並於受試者閱讀結束後,利用視覺疲勞檢測裝置判斷該受試者之視覺疲勞程度,並利用迴歸分析模組分析該視覺疲勞程度,及利用觀感調查單元紀錄該受試者之主觀觀感,最後統整分析各項監測數據,以瞭解各變項之間的關聯性,做為閱讀介面的改良依據,以輔助使用者設計更適合閱讀之介面。 In order to achieve the above object, the main structure of the present invention includes: a reading device, an eyeball tracking device, an interface operation recording device, a mouse operation monitoring part, a keyboard operation monitoring part, a character ratio monitoring part, and a visual fatigue detection device , a perception survey unit, and a regression analysis module; with the above structure, a reading device is provided for the subject to read and display information in the reading interface, and during the reading process of the subject, the eye tracking device is used to record the reading The eye movement situation at the time, and use the interface operation recording device to monitor the subject's operation action on the reading interface, and the monitoring of the operation action is further subdivided by the mouse operation monitoring part to monitor the subject's mouse operation action, by The keyboard operation monitoring part monitors the subject's keyboard operation action, and the text ratio monitoring part monitors the proportion of the subject's adjusted text to the page, and after the subject finishes reading, the visual fatigue detection device is used to judge the subject's The degree of visual fatigue of the test subject, and use the regression analysis module to analyze the degree of visual fatigue, and use the perception survey unit to record the subjective perception of the subject, and finally analyze the monitoring data to understand the relationship between the variables Relevance, as the basis for improving the reading interface, to assist users in designing an interface that is more suitable for reading.
藉由上述技術,可針對習用閱讀介面所存在之容易加劇眼睛疲勞的問題點加以突破,達到上述優點之實用進步性。 With the above-mentioned technology, it is possible to make a breakthrough on the problem of aggravating eye fatigue existing in the conventional reading interface, and achieve the practical progress of the above-mentioned advantages.
1、1a:閱讀裝置 1, 1a: reading device
11:閱讀介面 11: Reading interface
111、111a:顯示資訊 111, 111a: display information
12a:情境資料庫 12a: Context Database
13a:任務發布模組 13a: Task release module
2、2a:眼球追蹤裝置 2, 2a: Eye tracking device
21a:下顎支撐件 21a: Jaw support
22a:攝影裝置 22a: Photographic device
3、3a:介面操作紀錄裝置 3.3a: interface operation recording device
31:滑鼠操作監控部 31:Mouse operation monitoring department
32:鍵盤操作監控部 32: Keyboard operation monitoring department
33:文字比例監控部 33: Text Ratio Monitoring Department
4:視覺疲勞檢測裝置 4: Visual fatigue detection device
51:觀感調查單元 51: Perception survey unit
52a:事前調查問卷 52a: Pre-Survey Questionnaire
6:迴歸分析模組 6: Regression analysis module
第一圖 係為本發明較佳實施例之步驟流程圖。 The first figure is a flow chart of the steps of the preferred embodiment of the present invention.
第二圖 係為網頁閱讀之視覺處理流程圖。 The second figure is a flow chart of the visual processing of webpage reading.
第三圖 係為本發明較佳實施例之實施示意圖(一)。 The third figure is the implementation schematic diagram (1) of the preferred embodiment of the present invention.
第四圖 係為本發明較佳實施例之實施示意圖(二)。 The fourth figure is the implementation schematic diagram (2) of the preferred embodiment of the present invention.
第五圖 係為本發明較佳實施例之迴歸分析示意圖。 The fifth figure is a schematic diagram of the regression analysis of the preferred embodiment of the present invention.
第六圖 係為本發明再一較佳實施例之實施示意圖。 Figure 6 is an implementation schematic diagram of yet another preferred embodiment of the present invention.
為達成上述目的及功效,本發明所採用之技術手段及構造,茲繪圖就本發明較佳實施例詳加說明其特徵與功能如下,俾利完全了解。 In order to achieve the above-mentioned purpose and effect, the technical means and structure adopted by the present invention are hereby illustrated in detail with respect to the preferred embodiments of the present invention. Its features and functions are as follows, so that it can be fully understood.
請參閱第一圖至第五圖所示,係為本發明較佳實施例之步驟流程圖至迴歸分析示意圖,由圖中可清楚看出本發明之主要步驟包括:(a)提供一閱讀裝置1,供受試者在一閱讀介面11中閱讀一顯示資訊111,該閱讀裝置1內具有一任務發布模組13,以引導該受試者進行指定的操作行為;(b)於該受試者閱讀過程中,利用一眼球追蹤裝置2紀錄閱讀時的眼動情形;(c)於該受試者閱讀過程中,利用一介面操作紀錄裝置3監測該受試者對該閱讀介面11之操作動作;(d)利用該介面操作紀錄裝置3之滑鼠操作監控部31,監測該受試者的滑鼠操作動作;(e)利用該介面操作紀錄裝置3之鍵盤操作監控部32,監測該受試者的鍵盤操作動作;(f)利用該介面操作紀錄裝置3之文字比例監控部33,監測該受試者的調整文字佔頁面的比例;(g)於該受試者閱讀結束後,利用一視覺疲勞檢測裝置4判斷該受試者之視覺疲勞程度,並以一迴歸分析模組6,分析該視覺疲勞程度;(h)於該受試者閱讀結束後,利用一觀感調查單元51紀錄該受試者之主觀觀感;及(i)統整該眼動情形、該操作動作、該視覺疲勞程度、及該主觀觀感,以作為使用者之設計參考。
Please refer to shown in the first figure to the fifth figure, which is a flow chart of the steps of the preferred embodiment of the present invention to a schematic diagram of regression analysis. From the figure, it can be clearly seen that the main steps of the present invention include: (a) providing a
藉由上述之說明,已可了解本技術之結構,而依據這個結構之對應配合,更可協助研究一般人對不同閱讀介面11與操控裝置的使用頻率及習慣,而達到輔助使用者開發可提升操控便利性、降低視覺疲勞之閱讀介面11
的優勢,而由圖中可清楚看出,閱讀裝置1係以電腦螢幕作為舉例,閱讀介面11舉例為網頁瀏覽器,顯示資訊111以網頁文字資訊作為舉例,任務發布模組13為可產生文字視窗的軟體,任務發布模組13於圖式中則以電腦內的虛線框框代表,眼球追蹤裝置2以Tobii Eye Tracker 4C作為舉例,介面操作紀錄裝置3係使用SR Research Experiment Builder之軟體,圖示則以電腦內之虛線框框代表,視覺疲勞檢測裝置4為參酌眼球追蹤裝置2測得之視線角度、聚焦狀況等眼動數據,配合檢測頭部動作、眨眼次數等綜合判斷視覺疲勞程度之工具,本實施例則配合電腦上的鏡頭執行,而觀感調查單元51為問卷調查表或可提供問卷調查功能之軟體或設備。
Through the above description, the structure of this technology can already be understood, and according to the corresponding cooperation of this structure, it can also help to study the frequency and habits of ordinary people using
如第二圖所示,首先先對一般人在網頁閱讀的過程中,眼睛對文字會產生的四種主要視覺處理方式進行說明:(1)注視(fixations or gazes):即閱讀文章時發生視覺停留以知覺(perceptual)文章字詞的期間;(2)跳視(saccades):即目光在不同的凝視點間簡短、快速的跳動行為;(3)迴掃(return sweep):即在讀到每一行末端時,目光移回下一行的起始點的動作;(4)迴歸(regression):為了釐清不完全的資訊,有時讀者必須將目光移回前面,而這種將目光往先前已讀過的字詞移動的跳視動作即為回歸。而在網頁閱讀的過程中,上述四個動作皆與手動反應相關,且由於閱讀的區域較書面資料來得大,因此勢必需要增加迴歸與眼球中央小窩移動的次數,而在此當中,以同樣的閱讀內容來說,因為網頁捲動的次數要比文本資訊來得頻繁,故又必須增加手指捲動頁面或操作滾輪的動作,從而增加視覺疲勞與心智負荷。 As shown in the second figure, firstly, the four main visual processing methods that the eyes will produce on the text in the process of reading the webpage will be explained firstly: (1) fixations or gazes: that is, the visual stop occurs when reading the article (2) saccades: short, rapid jumps between different gaze points; (3) return sweep: after reading each line At the end, the action of moving the gaze back to the starting point of the next line; (4) Regression: In order to clarify incomplete information, sometimes the reader must move his gaze back to the front, and this kind of gaze has been read before. The saccade action of word movement is regression. In the process of web page reading, the above four actions are all related to manual response, and since the reading area is larger than that of written materials, it is necessary to increase the number of regression and the movement of the central fovea of the eyeballs. Among them, the same For the content of reading, because the number of page scrolling is more frequent than that of text information, it is necessary to increase the actions of finger scrolling the page or operating the scroll wheel, thereby increasing visual fatigue and mental load.
如第三圖所示,實際操作時,本發明為了減少非必要的變異因素,首先將閱讀裝置1設置於固定位置,使每位受試者觀看螢幕時的距離、角度儘可能完全相同,讓每位受試者閱讀時環境條件差異極小化,差異極小化的部分也包括閱讀介面11及顯示資訊111,顯示資訊111的部分乃透過任務發布模組13提供不同任務的測試方式,讓各受試者為了相同的目的閱讀顯示資訊111,以蒐集更多參數供使用者參考。舉例而言,每位受試者可多次的隨機進行不同任務,如選取到購物網站之任務即告知受試者必須閱讀購物網站並搜尋指定之商品,並要求受試者在指定時間內完成所選取之任務。接著於實驗中利用眼球追蹤裝置2記錄閱讀內容與受試者閱讀的眼球移動過程,透過眼球追蹤裝置2可以完整紀錄眼球閱讀的移動情形。
As shown in the third figure, in actual operation, in order to reduce unnecessary variation factors, the present invention first sets the
如第四圖及第五圖所示,為進一步瞭解受試者在使用閱讀裝置1閱讀顯示資訊111時,確實使用各種操控裝置的頻率與時間,以及在閱讀過程所遭遇到的不便及問題,因此,本發明係以介面操作紀錄裝置3監測該受試者對該閱讀介面11之操作動作,其中包括利用滑鼠操作監控部31監測該受試者的滑鼠操作動作、及利用鍵盤操作監控部32監測該受試者的鍵盤操作動作,此二者可在受試者閱讀顯示資訊111時,監控其所使用的閱讀介面11與操控裝置類型、次數與時間,閱讀介面11與操控裝置包括:滑鼠滾輪、滑鼠左右鍵、視窗捲軸、鍵盤方向鍵、鍵盤換頁鍵等,而由於在不同類型的顯示資訊111中,文字佔頁面的比例皆有所不同,如網頁新聞的文字比例大於購物網站的文字比例,亦即在網路新聞的頁面中有較多的文字版面,購物網站則否,故本發明利用文字比例監控部33則監測該受試者的調整文字佔頁面的比例,而該文字比例監控部33係使用「資訊墨水比(data-ink ratio)」之方式,來估計文字訊息中的文字佔頁面的比例。
As shown in Figures 4 and 5, in order to further understand the frequency and time of using various control devices when the subjects use the
實驗結束後,利用視覺疲勞檢測裝置4客觀的判斷該受試者之視覺疲勞程度,並利用迴歸分析模組6對視覺疲勞程度進行線性迴歸分析,以產如李克特量表(Likert scale)之視覺疲勞分析結果,另再提供觀感調查單元51予受試者,以針對剛剛的閱讀過程對受試者實施問卷調查,藉以挖掘確認在每個閱讀階段的操控情形,及瞭解閱讀過程中操控裝置、螢幕跳動及網頁呈現情形等,對視覺所造成的主觀影響。最後統整分析各項監測數據,本發明係使用IBM SPSS軟體及SFI Minitab軟體作為分析工具,在研究資料的敘述統計方面,利用次數分配分析,統計受試者的人口背景變項,其次,針對不同的文字訊息類型、閱讀介面11與操控裝置的使用次數與時間進行單因子獨立變異數分析(Analysis of Variance,ANOVA)分析,最後再將閱讀介面11與操控裝置的使用次數及時間,與受試者主觀視覺疲勞程度進行迴歸分析,進以瞭解試驗變項間的關連性,藉此將相關數據提供給閱讀介面11的開發者,輔助其開發可提升操控便利性、降低視覺疲勞之閱讀介面11。
After the experiment, utilize the visual fatigue detection device 4 to objectively judge the degree of visual fatigue of the subject, and utilize the regression analysis module 6 to carry out linear regression analysis on the degree of visual fatigue to produce a Likert scale (Likert scale) In addition, the visual fatigue analysis results of the visual fatigue analysis will provide the subjects with a perception survey unit 51 to conduct a questionnaire survey on the subjects during the reading process just now, so as to dig out and confirm the manipulation situation in each reading stage, and understand the manipulation during the reading process. Devices, screen jitters, and webpage rendering conditions, etc., have subjective effects on vision. Finally, the various monitoring data are integrated and analyzed. The present invention uses IBM SPSS software and SFI Minitab software as analysis tools. In the narrative statistics of research data, the number of times is used to analyze the population background variables of the test subjects. Secondly, for Different types of text messages, usage times and time of the
再請同時配合參閱第六圖所示,係為本發明再一較佳實施例之實施示意圖,由圖中可清楚看出,本實施例與上述實施例為大同小異,僅將該眼球追蹤裝置2a搭配使用一下顎支撐件21a,及於該眼球追蹤裝置2a一側設有一攝影裝置22a。讓受試者在閱讀過程中的眼球三維位置固定不動,僅
可利用移動眼珠進行閱讀,以提升加強眼球追蹤裝置2a的眼球軌跡辨識效果,進而提升辨識結果的參考價值,而攝影裝置22a則可配合眼球追蹤裝置2a或介面操作紀錄裝置3a,讓使用者可確實掌握受試者的閱讀動作(包括操作動作),並於該閱讀裝置1a內具有一提供複數資訊閱讀情境之情境資料庫12a,本實施例中該情境資料庫12a係為雲端資料庫或電腦硬碟其中之一者,而情境資料庫12a於圖式中則以電腦內的虛線框框代表,該閱讀情境係為網路新聞、購物網站、個人部落格、Word文件、或PDF文件其中之一者,藉此利用不同情境,搭配任務發布模組13a之不同任務,讓各受試者為了相同的目的閱讀顯示資訊111a,以蒐集更多參數供使用者參考。舉例而言,每位受試者可多次的隨機進行不同任務,如選取到購物網站之任務即告知受試者必須閱讀購物網站並搜尋指定之商品,並要求受試者在指定時間內完成所選取之任務。再者,該觀感調查單元係可產生一事前調查問卷52a,以供使用者透過觀察法及問卷發放,大量收集研究樣本,藉由受試者所填寫的問卷資料,初步探索出顯示資訊111a閱讀者的操作模式與視覺舒適性之影響因子,進一步提供最終分析更多的參考要素。
Please refer to the sixth figure at the same time, which is an implementation schematic diagram of another preferred embodiment of the present invention. It can be clearly seen from the figure that this embodiment is similar to the above-mentioned embodiment, and only the
惟,以上所述僅為本發明之較佳實施例而已,非因此即侷限本發明之專利範圍,故舉凡運用本發明說明書及圖式內容所為之簡易修飾及等效結構變化,均應同理包含於本發明之專利範圍內,合予陳明。 However, the above description is only a preferred embodiment of the present invention, and does not limit the patent scope of the present invention. Therefore, all simple modifications and equivalent structural changes made by using the description and drawings of the present invention should be treated in the same way. Included in the scope of the patent of the present invention, it is jointly stated.
綜上所述,本發明之手眼動作追蹤之閱讀介面設計方法於使用時,為確實能達到其功效及目的,故本發明誠為一實用性優異之發明,為符合發明專利之申請要件,爰依法提出申請,盼 審委早日賜准本發明,以保障發明人之辛苦發明,倘若 鈞局審委有任何稽疑,請不吝來函指示,發明人定當竭力配合,實感德便。 To sum up, the reading interface design method of hand-eye movement tracking of the present invention can really achieve its effect and purpose when used. Therefore, the present invention is an invention with excellent practicability and meets the requirements of the invention patent application. The application is filed in accordance with the law, and I hope that the review committee will approve the invention as soon as possible to protect the hard work of the inventor. If the review committee has any doubts, please feel free to send a letter to instruct. The inventor will do his best to cooperate, and I really appreciate it.
1:閱讀裝置 1: Reading device
11:閱讀介面 11: Reading interface
111:顯示資訊 111: Display information
2:眼球追蹤裝置 2: Eye tracking device
3:介面操作紀錄裝置 3: Interface operation recording device
31:滑鼠操作監控部 31:Mouse operation monitoring department
32:鍵盤操作監控部 32: Keyboard operation monitoring department
33:文字比例監控部 33: Text Ratio Monitoring Department
4:視覺疲勞檢測裝置 4: Visual fatigue detection device
51:觀感調查單元 51: Perception survey unit
6:迴歸分析模組 6: Regression analysis module
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